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- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.1s/best_model_confusion_matrix_transition.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.3s/best_model_confusion_matrix_steady.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_confusion_matrix.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_confusion_matrix_steady.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_confusion_matrix_transition.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_metrics.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_metrics_steady.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_metrics_transition.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_1.0s/best_model_confusion_matrix_steady.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject14/horizon_0.1s/best_model_metrics.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_confusion_matrix.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_confusion_matrix_steady.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_confusion_matrix_transition.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_metrics.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_metrics_steady.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_metrics_transition.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_confusion_matrix.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_confusion_matrix_steady.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_confusion_matrix_transition.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_metrics.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_metrics_steady.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_metrics_transition.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_confusion_matrix.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_confusion_matrix_steady.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_confusion_matrix_transition.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_metrics.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_metrics_steady.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_metrics_transition.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_confusion_matrix.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_confusion_matrix_steady.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_confusion_matrix_transition.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_metrics.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_metrics_steady.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_metrics_transition.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_confusion_matrix.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_confusion_matrix_steady.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_confusion_matrix_transition.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_metrics.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_metrics_steady.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_metrics_transition.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_confusion_matrix.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_confusion_matrix_steady.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_confusion_matrix_transition.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_metrics.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_metrics_steady.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_metrics_transition.csv +15 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject21/horizon_0.3s/best_model_confusion_matrix.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/test/horizon_0.0s/best_model_confusion_matrix.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/test/horizon_0.0s/best_model_confusion_matrix_steady.csv +12 -0
- train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/test/horizon_0.0s/best_model_confusion_matrix_transition.csv +12 -0
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.1s/best_model_confusion_matrix_transition.csv
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true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
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Level ground walking,73,0,0,0,0,0,0,0,3,0,14
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Sit to stand,16,6,0,17,0,0,0,0,0,0,0
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Stand to sit,15,0,9,11,0,0,0,0,0,0,4
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Sitting,0,0,0,34,0,0,0,0,0,0,0
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Stair up,1,0,0,0,5,0,0,0,0,0,4
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Stair down,9,0,0,0,0,2,0,0,0,0,0
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Ramp up,5,0,0,0,0,0,3,0,0,0,2
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Ramp down,0,0,0,0,0,0,0,10,0,0,0
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Grass walking,3,0,0,0,0,0,0,0,4,0,3
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Uneven ground walking,6,0,0,0,0,0,0,0,0,4,0
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| 12 |
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Carry,8,0,0,0,0,0,0,0,0,0,8
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train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.3s/best_model_confusion_matrix_steady.csv
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true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
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Level ground walking,640,0,0,6,3,1,0,4,1,0,127
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Sit to stand,6,55,0,24,0,0,0,0,0,0,0
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Stand to sit,18,0,57,4,0,0,0,0,0,0,14
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Sitting,0,0,0,283,0,0,0,0,0,0,0
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Stair up,2,0,0,0,74,0,0,0,0,0,5
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Stair down,28,0,0,0,0,50,0,0,0,0,1
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Ramp up,7,0,0,0,0,0,116,0,0,0,11
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Ramp down,0,0,0,0,0,0,0,129,0,0,0
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Grass walking,10,0,0,0,0,0,0,0,95,0,8
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Uneven ground walking,7,0,0,0,0,0,0,0,0,87,5
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Carry,37,0,0,0,0,0,0,0,0,0,465
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train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_confusion_matrix.csv
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true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
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Level ground walking,682,0,0,7,7,5,1,8,7,3,147
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Sit to stand,22,65,0,34,0,0,0,0,0,0,0
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Stand to sit,43,0,55,15,0,0,0,0,0,0,23
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Sitting,0,10,0,304,0,0,0,0,0,0,0
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Stair up,6,0,0,0,76,0,0,0,0,0,10
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Stair down,51,0,0,0,0,37,1,0,0,0,1
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Ramp up,13,0,0,0,0,1,112,0,0,0,19
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Ramp down,4,0,0,0,0,0,0,135,0,0,0
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Grass walking,13,0,0,0,0,0,0,0,100,2,11
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Uneven ground walking,15,0,0,0,0,0,0,0,0,89,5
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Carry,46,0,0,0,0,0,0,0,0,0,471
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train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_confusion_matrix_steady.csv
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true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
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Level ground walking,630,0,0,7,5,3,0,2,3,0,133
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Sit to stand,7,46,0,29,0,0,0,0,0,0,0
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Stand to sit,29,0,49,2,0,0,0,0,0,0,17
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Sitting,0,0,0,281,0,0,0,0,0,0,0
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Stair up,4,0,0,0,70,0,0,0,0,0,8
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Stair down,43,0,0,0,0,36,1,0,0,0,1
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Ramp up,11,0,0,0,0,0,109,0,0,0,15
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Ramp down,2,0,0,0,0,0,0,126,0,0,0
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Grass walking,9,0,0,0,0,0,0,0,94,2,11
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| 11 |
+
Uneven ground walking,11,0,0,0,0,0,0,0,0,83,5
|
| 12 |
+
Carry,39,0,0,0,0,0,0,0,0,0,463
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_confusion_matrix_transition.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,52,0,0,0,2,2,1,6,4,3,14
|
| 3 |
+
Sit to stand,15,19,0,5,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,14,0,6,13,0,0,0,0,0,0,6
|
| 5 |
+
Sitting,0,10,0,23,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,2,0,0,0,6,0,0,0,0,0,2
|
| 7 |
+
Stair down,8,0,0,0,0,1,0,0,0,0,0
|
| 8 |
+
Ramp up,2,0,0,0,0,1,3,0,0,0,4
|
| 9 |
+
Ramp down,2,0,0,0,0,0,0,9,0,0,0
|
| 10 |
+
Grass walking,4,0,0,0,0,0,0,0,6,0,0
|
| 11 |
+
Uneven ground walking,4,0,0,0,0,0,0,0,0,6,0
|
| 12 |
+
Carry,7,0,0,0,0,0,0,0,0,0,8
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_metrics.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.7620111731843575,0.7866205305651672,0.7741203178206584,867.0,895,867
|
| 3 |
+
Sit to stand,0.8666666666666667,0.5371900826446281,0.6632653061224489,121.0,75,121
|
| 4 |
+
Stand to sit,1.0,0.40441176470588236,0.5759162303664922,136.0,55,136
|
| 5 |
+
Sitting,0.8444444444444444,0.9681528662420382,0.9020771513353115,314.0,360,314
|
| 6 |
+
Stair up,0.9156626506024096,0.8260869565217391,0.8685714285714285,92.0,83,92
|
| 7 |
+
Stair down,0.8604651162790697,0.4111111111111111,0.556390977443609,90.0,43,90
|
| 8 |
+
Ramp up,0.9824561403508771,0.7724137931034483,0.8648648648648649,145.0,114,145
|
| 9 |
+
Ramp down,0.9440559440559441,0.9712230215827338,0.9574468085106383,139.0,143,139
|
| 10 |
+
Grass walking,0.9345794392523364,0.7936507936507936,0.8583690987124464,126.0,107,126
|
| 11 |
+
Uneven ground walking,0.9468085106382979,0.8165137614678899,0.8768472906403941,109.0,94,109
|
| 12 |
+
Carry,0.6855895196506551,0.9110251450676983,0.782392026578073,517.0,687,517
|
| 13 |
+
accuracy,0.8004518072289156,0.8004518072289156,0.8004518072289156,0.8004518072289156,0,0
|
| 14 |
+
macro avg,0.8857036004659146,0.7453090751511936,0.7891146819060332,2656.0,0,0
|
| 15 |
+
weighted avg,0.8198258919175486,0.8004518072289156,0.7943132757853062,2656.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_metrics_steady.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.802547770700637,0.8045977011494253,0.8035714285714286,783.0,785,783
|
| 3 |
+
Sit to stand,1.0,0.5609756097560976,0.71875,82.0,46,82
|
| 4 |
+
Stand to sit,1.0,0.5051546391752577,0.6712328767123288,97.0,49,97
|
| 5 |
+
Sitting,0.8808777429467085,1.0,0.9366666666666666,281.0,319,281
|
| 6 |
+
Stair up,0.9333333333333333,0.8536585365853658,0.89171974522293,82.0,75,82
|
| 7 |
+
Stair down,0.9230769230769231,0.4444444444444444,0.6,81.0,39,81
|
| 8 |
+
Ramp up,0.990909090909091,0.8074074074074075,0.889795918367347,135.0,110,135
|
| 9 |
+
Ramp down,0.984375,0.984375,0.984375,128.0,128,128
|
| 10 |
+
Grass walking,0.9690721649484536,0.8103448275862069,0.8826291079812206,116.0,97,116
|
| 11 |
+
Uneven ground walking,0.9764705882352941,0.8383838383838383,0.9021739130434783,99.0,85,99
|
| 12 |
+
Carry,0.7090352220520674,0.9223107569721115,0.8017316017316017,502.0,653,502
|
| 13 |
+
accuracy,0.8327745180217938,0.8327745180217938,0.8327745180217938,0.8327745180217938,0,0
|
| 14 |
+
macro avg,0.9245179851093188,0.7756047964963777,0.8256951143906364,2386.0,0,0
|
| 15 |
+
weighted avg,0.8512219121715706,0.8327745180217938,0.8291952124979546,2386.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_0.5s/best_model_metrics_transition.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.4727272727272727,0.6190476190476191,0.5360824742268041,84.0,110,84
|
| 3 |
+
Sit to stand,0.6551724137931034,0.48717948717948717,0.5588235294117647,39.0,29,39
|
| 4 |
+
Stand to sit,1.0,0.15384615384615385,0.26666666666666666,39.0,6,39
|
| 5 |
+
Sitting,0.5609756097560976,0.696969696969697,0.6216216216216216,33.0,41,33
|
| 6 |
+
Stair up,0.75,0.6,0.6666666666666666,10.0,8,10
|
| 7 |
+
Stair down,0.25,0.1111111111111111,0.15384615384615385,9.0,4,9
|
| 8 |
+
Ramp up,0.75,0.3,0.42857142857142855,10.0,4,10
|
| 9 |
+
Ramp down,0.6,0.8181818181818182,0.6923076923076923,11.0,15,11
|
| 10 |
+
Grass walking,0.6,0.6,0.6,10.0,10,10
|
| 11 |
+
Uneven ground walking,0.6666666666666666,0.6,0.631578947368421,10.0,9,10
|
| 12 |
+
Carry,0.23529411764705882,0.5333333333333333,0.32653061224489793,15.0,34,15
|
| 13 |
+
accuracy,0.5148148148148148,0.5148148148148148,0.5148148148148148,0.5148148148148148,0,0
|
| 14 |
+
macro avg,0.5946214618718364,0.50178811087902,0.4984268902665562,270.0,0,0
|
| 15 |
+
weighted avg,0.6030336614827618,0.5148148148148148,0.49964699483467595,270.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject13/horizon_1.0s/best_model_confusion_matrix_steady.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,610,1,2,10,3,5,0,7,3,6,138
|
| 3 |
+
Sit to stand,3,50,0,29,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,50,0,15,4,0,0,1,0,0,0,27
|
| 5 |
+
Sitting,0,1,0,278,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,14,0,0,0,56,0,0,0,0,0,12
|
| 7 |
+
Stair down,51,0,0,0,0,28,2,0,0,0,0
|
| 8 |
+
Ramp up,14,0,0,0,0,0,99,0,0,0,22
|
| 9 |
+
Ramp down,5,0,0,0,0,0,0,123,0,0,0
|
| 10 |
+
Grass walking,14,0,0,0,0,0,0,1,76,11,14
|
| 11 |
+
Uneven ground walking,10,0,0,0,0,0,0,0,0,81,8
|
| 12 |
+
Carry,45,0,0,0,0,0,0,0,0,0,457
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject14/horizon_0.1s/best_model_metrics.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.8171428571428572,0.8739495798319328,0.8445921004060539,1309.0,1400,1309
|
| 3 |
+
Sit to stand,0.7619047619047619,0.6153846153846154,0.6808510638297872,26.0,21,26
|
| 4 |
+
Stand to sit,0.8571428571428571,0.5454545454545454,0.6666666666666666,22.0,14,22
|
| 5 |
+
Sitting,0.8807692307692307,0.9956521739130435,0.9346938775510204,230.0,260,230
|
| 6 |
+
Stair up,0.9032258064516129,0.4375,0.5894736842105263,64.0,31,64
|
| 7 |
+
Stair down,0.0,0.0,0.0,48.0,8,48
|
| 8 |
+
Ramp up,1.0,0.3404255319148936,0.5079365079365079,47.0,16,47
|
| 9 |
+
Ramp down,0.6428571428571429,0.7422680412371134,0.6889952153110048,97.0,112,97
|
| 10 |
+
Grass walking,0.6086956521739131,0.49122807017543857,0.5436893203883495,114.0,92,114
|
| 11 |
+
Uneven ground walking,0.5666666666666667,0.6710526315789473,0.6144578313253012,76.0,90,76
|
| 12 |
+
Carry,0.6575342465753424,0.6336633663366337,0.6453781512605042,303.0,292,303
|
| 13 |
+
accuracy,0.7773972602739726,0.7773972602739726,0.7773972602739726,0.7773972602739726,0,0
|
| 14 |
+
macro avg,0.6996308383349441,0.5769616868933783,0.610612219898702,2336.0,0,0
|
| 15 |
+
weighted avg,0.7661549794265656,0.7773972602739726,0.764375115872896,2336.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_confusion_matrix.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,1076,0,2,0,0,5,0,15,29,7,150
|
| 3 |
+
Sit to stand,18,74,0,6,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,6,0,58,4,0,0,0,0,0,0,10
|
| 5 |
+
Sitting,0,13,0,371,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,17,0,0,0,95,0,0,1,0,0,0
|
| 7 |
+
Stair down,12,0,0,0,0,64,0,0,0,0,0
|
| 8 |
+
Ramp up,10,0,0,0,0,1,96,0,0,0,1
|
| 9 |
+
Ramp down,26,0,0,0,0,1,0,142,0,0,2
|
| 10 |
+
Grass walking,36,0,0,0,14,1,4,0,81,8,4
|
| 11 |
+
Uneven ground walking,40,0,0,0,2,1,1,6,2,95,11
|
| 12 |
+
Carry,289,0,0,0,0,10,0,1,0,0,282
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_confusion_matrix_steady.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,1022,0,2,0,0,3,0,14,27,6,132
|
| 3 |
+
Sit to stand,5,65,0,2,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,2,0,45,0,0,0,0,0,0,0,5
|
| 5 |
+
Sitting,0,5,0,354,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,10,0,0,0,94,0,0,1,0,0,0
|
| 7 |
+
Stair down,9,0,0,0,0,61,0,0,0,0,0
|
| 8 |
+
Ramp up,6,0,0,0,0,1,94,0,0,0,1
|
| 9 |
+
Ramp down,21,0,0,0,0,1,0,141,0,0,0
|
| 10 |
+
Grass walking,30,0,0,0,14,1,4,0,79,8,4
|
| 11 |
+
Uneven ground walking,39,0,0,0,2,1,1,5,2,93,7
|
| 12 |
+
Carry,283,0,0,0,0,10,0,1,0,0,277
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_confusion_matrix_transition.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,54,0,0,0,0,2,0,1,2,1,18
|
| 3 |
+
Sit to stand,13,9,0,4,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,4,0,13,4,0,0,0,0,0,0,5
|
| 5 |
+
Sitting,0,8,0,17,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,7,0,0,0,1,0,0,0,0,0,0
|
| 7 |
+
Stair down,3,0,0,0,0,3,0,0,0,0,0
|
| 8 |
+
Ramp up,4,0,0,0,0,0,2,0,0,0,0
|
| 9 |
+
Ramp down,5,0,0,0,0,0,0,1,0,0,2
|
| 10 |
+
Grass walking,6,0,0,0,0,0,0,0,2,0,0
|
| 11 |
+
Uneven ground walking,1,0,0,0,0,0,0,1,0,2,4
|
| 12 |
+
Carry,6,0,0,0,0,0,0,0,0,0,5
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_metrics.csv
ADDED
|
@@ -0,0 +1,15 @@
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.7032679738562092,0.838006230529595,0.7647476901208244,1284.0,1530,1284
|
| 3 |
+
Sit to stand,0.8505747126436781,0.7551020408163265,0.8,98.0,87,98
|
| 4 |
+
Stand to sit,0.9666666666666667,0.7435897435897436,0.8405797101449275,78.0,60,78
|
| 5 |
+
Sitting,0.973753280839895,0.9661458333333334,0.9699346405228758,384.0,381,384
|
| 6 |
+
Stair up,0.8558558558558559,0.8407079646017699,0.8482142857142857,113.0,111,113
|
| 7 |
+
Stair down,0.7710843373493976,0.8421052631578947,0.8050314465408805,76.0,83,76
|
| 8 |
+
Ramp up,0.9504950495049505,0.8888888888888888,0.9186602870813397,108.0,101,108
|
| 9 |
+
Ramp down,0.8606060606060606,0.8304093567251462,0.8452380952380952,171.0,165,171
|
| 10 |
+
Grass walking,0.7232142857142857,0.5472972972972973,0.6230769230769231,148.0,112,148
|
| 11 |
+
Uneven ground walking,0.8636363636363636,0.6012658227848101,0.7089552238805971,158.0,110,158
|
| 12 |
+
Carry,0.6130434782608696,0.4845360824742268,0.5412667946257198,582.0,460,582
|
| 13 |
+
accuracy,0.760625,0.760625,0.760625,0.760625,0,0
|
| 14 |
+
macro avg,0.8301998240849303,0.7580049567453666,0.787791372449679,3200.0,0,0
|
| 15 |
+
weighted avg,0.7628395147692173,0.760625,0.7557454273253861,3200.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_metrics_steady.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.716187806587246,0.8474295190713101,0.7763007975693126,1206.0,1427,1206
|
| 3 |
+
Sit to stand,0.9285714285714286,0.9027777777777778,0.9154929577464789,72.0,70,72
|
| 4 |
+
Stand to sit,0.9574468085106383,0.8653846153846154,0.9090909090909091,52.0,47,52
|
| 5 |
+
Sitting,0.9943820224719101,0.9860724233983287,0.9902097902097902,359.0,356,359
|
| 6 |
+
Stair up,0.8545454545454545,0.8952380952380953,0.8744186046511628,105.0,110,105
|
| 7 |
+
Stair down,0.782051282051282,0.8714285714285714,0.8243243243243243,70.0,78,70
|
| 8 |
+
Ramp up,0.9494949494949495,0.9215686274509803,0.9353233830845771,102.0,99,102
|
| 9 |
+
Ramp down,0.8703703703703703,0.8650306748466258,0.8676923076923077,163.0,162,163
|
| 10 |
+
Grass walking,0.7314814814814815,0.5642857142857143,0.6370967741935484,140.0,108,140
|
| 11 |
+
Uneven ground walking,0.8691588785046729,0.62,0.7237354085603113,150.0,107,150
|
| 12 |
+
Carry,0.6502347417840375,0.4851138353765324,0.555667001003009,571.0,426,571
|
| 13 |
+
accuracy,0.7775919732441472,0.7775919732441472,0.7775919732441472,0.7775919732441472,0,0
|
| 14 |
+
macro avg,0.8458113840339521,0.8022118049325955,0.8190320234659755,2990.0,0,0
|
| 15 |
+
weighted avg,0.777459870281887,0.7775919732441472,0.771332943628023,2990.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.0s/best_model_metrics_transition.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.5242718446601942,0.6923076923076923,0.5966850828729282,78.0,103,78
|
| 3 |
+
Sit to stand,0.5294117647058824,0.34615384615384615,0.4186046511627907,26.0,17,26
|
| 4 |
+
Stand to sit,1.0,0.5,0.6666666666666666,26.0,13,26
|
| 5 |
+
Sitting,0.68,0.68,0.68,25.0,25,25
|
| 6 |
+
Stair up,1.0,0.125,0.2222222222222222,8.0,1,8
|
| 7 |
+
Stair down,0.6,0.5,0.5454545454545454,6.0,5,6
|
| 8 |
+
Ramp up,1.0,0.3333333333333333,0.5,6.0,2,6
|
| 9 |
+
Ramp down,0.3333333333333333,0.125,0.18181818181818182,8.0,3,8
|
| 10 |
+
Grass walking,0.5,0.25,0.3333333333333333,8.0,4,8
|
| 11 |
+
Uneven ground walking,0.6666666666666666,0.25,0.36363636363636365,8.0,3,8
|
| 12 |
+
Carry,0.14705882352941177,0.45454545454545453,0.2222222222222222,11.0,34,11
|
| 13 |
+
accuracy,0.5190476190476191,0.5190476190476191,0.5190476190476191,0.5190476190476191,0,0
|
| 14 |
+
macro avg,0.6346129484450445,0.3869400296673024,0.4300584790353867,210.0,0,0
|
| 15 |
+
weighted avg,0.6136931277365315,0.5190476190476191,0.5203987773947943,210.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_confusion_matrix.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,1066,0,3,0,0,8,0,21,33,9,139
|
| 3 |
+
Sit to stand,31,63,0,6,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,11,0,53,4,0,0,0,0,0,0,13
|
| 5 |
+
Sitting,0,17,1,366,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,19,0,0,0,92,0,0,1,0,0,0
|
| 7 |
+
Stair down,13,0,0,0,0,65,0,0,0,0,0
|
| 8 |
+
Ramp up,10,0,0,0,0,1,95,0,0,0,1
|
| 9 |
+
Ramp down,22,0,0,0,0,1,0,145,0,0,3
|
| 10 |
+
Grass walking,35,0,0,0,14,1,5,0,79,9,5
|
| 11 |
+
Uneven ground walking,39,0,0,0,1,2,0,6,1,96,13
|
| 12 |
+
Carry,269,0,0,0,0,28,1,1,1,0,282
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_confusion_matrix_steady.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,1015,0,3,0,0,6,0,19,32,6,122
|
| 3 |
+
Sit to stand,17,55,0,2,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,5,0,42,0,0,0,0,0,0,0,8
|
| 5 |
+
Sitting,0,7,0,352,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,12,0,0,0,91,0,0,1,0,0,0
|
| 7 |
+
Stair down,10,0,0,0,0,62,0,0,0,0,0
|
| 8 |
+
Ramp up,5,0,0,0,0,1,94,0,0,0,1
|
| 9 |
+
Ramp down,18,0,0,0,0,1,0,142,0,0,2
|
| 10 |
+
Grass walking,30,0,0,0,14,1,5,0,77,9,4
|
| 11 |
+
Uneven ground walking,39,0,0,0,1,2,0,5,1,93,9
|
| 12 |
+
Carry,261,0,0,0,0,28,1,1,1,0,279
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_confusion_matrix_transition.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,51,0,0,0,0,2,0,2,1,3,17
|
| 3 |
+
Sit to stand,14,8,0,4,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,6,0,11,4,0,0,0,0,0,0,5
|
| 5 |
+
Sitting,0,10,1,14,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,7,0,0,0,1,0,0,0,0,0,0
|
| 7 |
+
Stair down,3,0,0,0,0,3,0,0,0,0,0
|
| 8 |
+
Ramp up,5,0,0,0,0,0,1,0,0,0,0
|
| 9 |
+
Ramp down,4,0,0,0,0,0,0,3,0,0,1
|
| 10 |
+
Grass walking,5,0,0,0,0,0,0,0,2,0,1
|
| 11 |
+
Uneven ground walking,0,0,0,0,0,0,0,1,0,3,4
|
| 12 |
+
Carry,8,0,0,0,0,0,0,0,0,0,3
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_metrics.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
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|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.7036303630363037,0.8334636434714621,0.7630637079455977,1279.0,1515,1279
|
| 3 |
+
Sit to stand,0.7875,0.63,0.7,100.0,80,100
|
| 4 |
+
Stand to sit,0.9298245614035088,0.654320987654321,0.7681159420289855,81.0,57,81
|
| 5 |
+
Sitting,0.973404255319149,0.953125,0.9631578947368421,384.0,376,384
|
| 6 |
+
Stair up,0.8598130841121495,0.8214285714285714,0.8401826484018264,112.0,107,112
|
| 7 |
+
Stair down,0.6132075471698113,0.8333333333333334,0.7065217391304348,78.0,106,78
|
| 8 |
+
Ramp up,0.9405940594059405,0.8878504672897196,0.9134615384615384,107.0,101,107
|
| 9 |
+
Ramp down,0.8333333333333334,0.847953216374269,0.8405797101449275,171.0,174,171
|
| 10 |
+
Grass walking,0.6929824561403509,0.5337837837837838,0.6030534351145038,148.0,114,148
|
| 11 |
+
Uneven ground walking,0.8421052631578947,0.6075949367088608,0.7058823529411765,158.0,114,158
|
| 12 |
+
Carry,0.618421052631579,0.4845360824742268,0.5433526011560693,582.0,456,582
|
| 13 |
+
accuracy,0.750625,0.750625,0.750625,0.750625,0,0
|
| 14 |
+
macro avg,0.7995287250645474,0.7352172747744135,0.7588519609147184,3200.0,0,0
|
| 15 |
+
weighted avg,0.7533138012547531,0.750625,0.7455405333448578,3200.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_metrics_steady.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.7188385269121813,0.8437240232751455,0.7762906309751434,1203.0,1412,1203
|
| 3 |
+
Sit to stand,0.8870967741935484,0.7432432432432432,0.8088235294117647,74.0,62,74
|
| 4 |
+
Stand to sit,0.9333333333333333,0.7636363636363637,0.84,55.0,45,55
|
| 5 |
+
Sitting,0.9943502824858758,0.9805013927576601,0.9873772791023843,359.0,354,359
|
| 6 |
+
Stair up,0.8584905660377359,0.875,0.8666666666666667,104.0,106,104
|
| 7 |
+
Stair down,0.6138613861386139,0.8611111111111112,0.7167630057803468,72.0,101,72
|
| 8 |
+
Ramp up,0.94,0.9306930693069307,0.9353233830845771,101.0,100,101
|
| 9 |
+
Ramp down,0.8452380952380952,0.8711656441717791,0.8580060422960725,163.0,168,163
|
| 10 |
+
Grass walking,0.6936936936936937,0.55,0.6135458167330677,140.0,111,140
|
| 11 |
+
Uneven ground walking,0.8611111111111112,0.62,0.7209302325581395,150.0,108,150
|
| 12 |
+
Carry,0.6564705882352941,0.4886164623467601,0.5602409638554217,571.0,425,571
|
| 13 |
+
accuracy,0.7693850267379679,0.7693850267379679,0.7693850267379679,0.7693850267379679,0,0
|
| 14 |
+
macro avg,0.8184076688526803,0.7752446645317267,0.7894515954966895,2992.0,0,0
|
| 15 |
+
weighted avg,0.7707340681053778,0.7693850267379679,0.7635011595456018,2992.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.1s/best_model_metrics_transition.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
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|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.49514563106796117,0.6710526315789473,0.5698324022346368,76.0,103,76
|
| 3 |
+
Sit to stand,0.4444444444444444,0.3076923076923077,0.36363636363636365,26.0,18,26
|
| 4 |
+
Stand to sit,0.9166666666666666,0.4230769230769231,0.5789473684210527,26.0,12,26
|
| 5 |
+
Sitting,0.6363636363636364,0.56,0.5957446808510638,25.0,22,25
|
| 6 |
+
Stair up,1.0,0.125,0.2222222222222222,8.0,1,8
|
| 7 |
+
Stair down,0.6,0.5,0.5454545454545454,6.0,5,6
|
| 8 |
+
Ramp up,1.0,0.16666666666666666,0.2857142857142857,6.0,1,6
|
| 9 |
+
Ramp down,0.5,0.375,0.42857142857142855,8.0,6,8
|
| 10 |
+
Grass walking,0.6666666666666666,0.25,0.36363636363636365,8.0,3,8
|
| 11 |
+
Uneven ground walking,0.5,0.375,0.42857142857142855,8.0,6,8
|
| 12 |
+
Carry,0.0967741935483871,0.2727272727272727,0.14285714285714285,11.0,31,11
|
| 13 |
+
accuracy,0.4807692307692308,0.4807692307692308,0.4807692307692308,0.4807692307692308,0,0
|
| 14 |
+
macro avg,0.6232782944325238,0.36601961834019253,0.41138074837913946,208.0,0,0
|
| 15 |
+
weighted avg,0.581379313564954,0.4807692307692308,0.4846659121493025,208.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_confusion_matrix.csv
ADDED
|
@@ -0,0 +1,12 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,1057,0,3,0,0,13,2,30,29,11,135
|
| 3 |
+
Sit to stand,34,61,0,6,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,13,0,44,7,0,0,0,0,0,0,17
|
| 5 |
+
Sitting,0,21,1,360,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,26,0,0,0,85,0,0,1,0,0,0
|
| 7 |
+
Stair down,13,0,0,0,0,65,0,0,0,0,0
|
| 8 |
+
Ramp up,11,0,0,0,0,1,94,0,0,0,3
|
| 9 |
+
Ramp down,21,0,0,0,0,1,0,145,0,0,4
|
| 10 |
+
Grass walking,39,0,0,0,14,2,4,0,74,9,4
|
| 11 |
+
Uneven ground walking,45,0,0,0,1,1,0,5,1,90,15
|
| 12 |
+
Carry,256,0,0,0,0,43,1,1,2,0,279
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_confusion_matrix_steady.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,1009,0,3,0,0,9,2,26,28,8,120
|
| 3 |
+
Sit to stand,20,52,0,3,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,8,0,38,1,0,0,0,0,0,0,10
|
| 5 |
+
Sitting,0,13,0,344,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,20,0,0,0,84,0,0,1,0,0,0
|
| 7 |
+
Stair down,10,0,0,0,0,62,0,0,0,0,0
|
| 8 |
+
Ramp up,6,0,0,0,0,1,92,0,0,0,3
|
| 9 |
+
Ramp down,17,0,0,0,0,1,0,142,0,0,3
|
| 10 |
+
Grass walking,33,0,0,0,14,2,4,0,73,9,3
|
| 11 |
+
Uneven ground walking,45,0,0,0,1,0,0,5,1,87,11
|
| 12 |
+
Carry,248,0,0,0,0,43,1,1,2,0,275
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_confusion_matrix_transition.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,48,0,0,0,0,4,0,4,1,3,15
|
| 3 |
+
Sit to stand,14,9,0,3,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,5,0,6,6,0,0,0,0,0,0,7
|
| 5 |
+
Sitting,0,8,1,16,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,6,0,0,0,1,0,0,0,0,0,0
|
| 7 |
+
Stair down,3,0,0,0,0,3,0,0,0,0,0
|
| 8 |
+
Ramp up,5,0,0,0,0,0,2,0,0,0,0
|
| 9 |
+
Ramp down,4,0,0,0,0,0,0,3,0,0,1
|
| 10 |
+
Grass walking,6,0,0,0,0,0,0,0,1,0,1
|
| 11 |
+
Uneven ground walking,0,0,0,0,0,1,0,0,0,3,4
|
| 12 |
+
Carry,8,0,0,0,0,0,0,0,0,0,4
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_metrics.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.6976897689768977,0.82578125,0.756350626118068,1280.0,1515,1280
|
| 3 |
+
Sit to stand,0.7439024390243902,0.6039603960396039,0.6666666666666666,101.0,82,101
|
| 4 |
+
Stand to sit,0.9166666666666666,0.5432098765432098,0.6821705426356589,81.0,48,81
|
| 5 |
+
Sitting,0.9651474530831099,0.9424083769633508,0.9536423841059603,382.0,373,382
|
| 6 |
+
Stair up,0.85,0.7589285714285714,0.8018867924528302,112.0,100,112
|
| 7 |
+
Stair down,0.5158730158730159,0.8333333333333334,0.6372549019607843,78.0,126,78
|
| 8 |
+
Ramp up,0.9306930693069307,0.8623853211009175,0.8952380952380953,109.0,101,109
|
| 9 |
+
Ramp down,0.7967032967032966,0.847953216374269,0.8215297450424929,171.0,182,171
|
| 10 |
+
Grass walking,0.6981132075471698,0.5068493150684932,0.5873015873015873,146.0,106,146
|
| 11 |
+
Uneven ground walking,0.8181818181818182,0.569620253164557,0.6716417910447762,158.0,110,158
|
| 12 |
+
Carry,0.6105032822757112,0.4793814432989691,0.5370548604427334,582.0,457,582
|
| 13 |
+
accuracy,0.735625,0.735625,0.735625,0.735625,0,0
|
| 14 |
+
macro avg,0.7766794561490008,0.7067101230286613,0.7282489084554229,3200.0,0,0
|
| 15 |
+
weighted avg,0.7408573272179789,0.735625,0.7303188890144,3200.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_metrics_steady.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.7125706214689266,0.837344398340249,0.7699351392598245,1205.0,1416,1205
|
| 3 |
+
Sit to stand,0.8,0.6933333333333334,0.7428571428571429,75.0,65,75
|
| 4 |
+
Stand to sit,0.926829268292683,0.6666666666666666,0.7755102040816326,57.0,41,57
|
| 5 |
+
Sitting,0.9885057471264368,0.9635854341736695,0.975886524822695,357.0,348,357
|
| 6 |
+
Stair up,0.8484848484848485,0.8,0.8235294117647058,105.0,99,105
|
| 7 |
+
Stair down,0.5254237288135594,0.8611111111111112,0.6526315789473685,72.0,118,72
|
| 8 |
+
Ramp up,0.9292929292929293,0.9019607843137255,0.9154228855721394,102.0,99,102
|
| 9 |
+
Ramp down,0.8114285714285714,0.8711656441717791,0.8402366863905325,163.0,175,163
|
| 10 |
+
Grass walking,0.7019230769230769,0.5289855072463768,0.6033057851239669,138.0,104,138
|
| 11 |
+
Uneven ground walking,0.8365384615384616,0.58,0.6850393700787402,150.0,104,150
|
| 12 |
+
Carry,0.6470588235294118,0.4824561403508772,0.5527638190954773,570.0,425,570
|
| 13 |
+
accuracy,0.7541750167000668,0.7541750167000668,0.7541750167000668,0.7541750167000668,0,0
|
| 14 |
+
macro avg,0.7934596433544457,0.744237183609799,0.757919867999475,2994.0,0,0
|
| 15 |
+
weighted avg,0.7580211274686097,0.7541750167000668,0.7484839533699364,2994.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.2s/best_model_metrics_transition.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.48484848484848486,0.64,0.5517241379310345,75.0,99,75
|
| 3 |
+
Sit to stand,0.5294117647058824,0.34615384615384615,0.4186046511627907,26.0,17,26
|
| 4 |
+
Stand to sit,0.8571428571428571,0.25,0.3870967741935484,24.0,7,24
|
| 5 |
+
Sitting,0.64,0.64,0.64,25.0,25,25
|
| 6 |
+
Stair up,1.0,0.14285714285714285,0.25,7.0,1,7
|
| 7 |
+
Stair down,0.375,0.5,0.42857142857142855,6.0,8,6
|
| 8 |
+
Ramp up,1.0,0.2857142857142857,0.4444444444444444,7.0,2,7
|
| 9 |
+
Ramp down,0.42857142857142855,0.375,0.4,8.0,7,8
|
| 10 |
+
Grass walking,0.5,0.125,0.2,8.0,2,8
|
| 11 |
+
Uneven ground walking,0.5,0.375,0.42857142857142855,8.0,6,8
|
| 12 |
+
Carry,0.125,0.3333333333333333,0.18181818181818182,12.0,32,12
|
| 13 |
+
accuracy,0.46601941747572817,0.46601941747572817,0.46601941747572817,0.46601941747572817,0,0
|
| 14 |
+
macro avg,0.5854522304789684,0.3648235098235098,0.3937119133357143,206.0,0,0
|
| 15 |
+
weighted avg,0.5625162244950938,0.46601941747572817,0.4630887531487116,206.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_confusion_matrix.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,1023,0,4,0,1,24,2,41,42,13,136
|
| 3 |
+
Sit to stand,36,57,0,8,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,15,0,44,4,0,0,0,0,0,0,18
|
| 5 |
+
Sitting,0,20,0,361,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,31,0,0,0,80,0,0,0,0,0,0
|
| 7 |
+
Stair down,14,0,0,0,0,63,0,0,0,0,0
|
| 8 |
+
Ramp up,13,0,0,0,0,2,90,0,0,0,2
|
| 9 |
+
Ramp down,21,0,0,0,0,0,0,143,0,0,5
|
| 10 |
+
Grass walking,39,0,0,0,14,1,3,0,74,11,5
|
| 11 |
+
Uneven ground walking,49,0,0,0,1,1,0,7,1,81,16
|
| 12 |
+
Carry,236,0,0,0,0,60,4,1,3,0,280
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_confusion_matrix_steady.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,976,0,4,0,0,19,2,37,41,11,120
|
| 3 |
+
Sit to stand,22,48,0,4,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,9,0,35,0,0,0,0,0,0,0,11
|
| 5 |
+
Sitting,0,16,0,342,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,23,0,0,0,80,0,0,0,0,0,0
|
| 7 |
+
Stair down,12,0,0,0,0,59,0,0,0,0,0
|
| 8 |
+
Ramp up,8,0,0,0,0,1,90,0,0,0,2
|
| 9 |
+
Ramp down,16,0,0,0,0,0,0,140,0,0,5
|
| 10 |
+
Grass walking,34,0,0,0,14,1,3,0,73,11,3
|
| 11 |
+
Uneven ground walking,49,0,0,0,1,0,0,7,1,78,12
|
| 12 |
+
Carry,229,0,0,0,0,60,4,1,3,0,276
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_confusion_matrix_transition.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,47,0,0,0,1,5,0,4,1,2,16
|
| 3 |
+
Sit to stand,14,9,0,4,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,6,0,9,4,0,0,0,0,0,0,7
|
| 5 |
+
Sitting,0,4,0,19,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,8,0,0,0,0,0,0,0,0,0,0
|
| 7 |
+
Stair down,2,0,0,0,0,4,0,0,0,0,0
|
| 8 |
+
Ramp up,5,0,0,0,0,1,0,0,0,0,0
|
| 9 |
+
Ramp down,5,0,0,0,0,0,0,3,0,0,0
|
| 10 |
+
Grass walking,5,0,0,0,0,0,0,0,1,0,2
|
| 11 |
+
Uneven ground walking,0,0,0,0,0,1,0,0,0,3,4
|
| 12 |
+
Carry,7,0,0,0,0,0,0,0,0,0,4
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_metrics.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.6926201760324983,0.7954898911353032,0.740499457111835,1286.0,1477,1286
|
| 3 |
+
Sit to stand,0.7402597402597403,0.5643564356435643,0.6404494382022472,101.0,77,101
|
| 4 |
+
Stand to sit,0.9166666666666666,0.5432098765432098,0.6821705426356589,81.0,48,81
|
| 5 |
+
Sitting,0.967828418230563,0.94750656167979,0.9575596816976127,381.0,373,381
|
| 6 |
+
Stair up,0.8333333333333334,0.7207207207207207,0.7729468599033816,111.0,96,111
|
| 7 |
+
Stair down,0.41721854304635764,0.8181818181818182,0.5526315789473685,77.0,151,77
|
| 8 |
+
Ramp up,0.9090909090909091,0.8411214953271028,0.8737864077669902,107.0,99,107
|
| 9 |
+
Ramp down,0.7447916666666666,0.8461538461538461,0.7922437673130194,169.0,192,169
|
| 10 |
+
Grass walking,0.6166666666666667,0.5034013605442177,0.5543071161048689,147.0,120,147
|
| 11 |
+
Uneven ground walking,0.7714285714285715,0.5192307692307693,0.6206896551724138,156.0,105,156
|
| 12 |
+
Carry,0.6060606060606061,0.4794520547945205,0.5353728489483748,584.0,462,584
|
| 13 |
+
accuracy,0.7175,0.7175,0.7175,0.7175,0,0
|
| 14 |
+
macro avg,0.74690593613478,0.688984075450442,0.7020597594367064,3200.0,0,0
|
| 15 |
+
weighted avg,0.7253653141644016,0.7175,0.7136738434937123,3200.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_metrics_steady.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.7082728592162555,0.8066115702479338,0.7542503863987635,1210.0,1378,1210
|
| 3 |
+
Sit to stand,0.75,0.6486486486486487,0.6956521739130435,74.0,64,74
|
| 4 |
+
Stand to sit,0.8974358974358975,0.6363636363636364,0.7446808510638298,55.0,39,55
|
| 5 |
+
Sitting,0.9884393063583815,0.9553072625698324,0.9715909090909091,358.0,346,358
|
| 6 |
+
Stair up,0.8421052631578947,0.7766990291262136,0.8080808080808081,103.0,95,103
|
| 7 |
+
Stair down,0.42142857142857143,0.8309859154929577,0.5592417061611374,71.0,140,71
|
| 8 |
+
Ramp up,0.9090909090909091,0.8910891089108911,0.9,101.0,99,101
|
| 9 |
+
Ramp down,0.7567567567567568,0.8695652173913043,0.8092485549132948,161.0,185,161
|
| 10 |
+
Grass walking,0.6186440677966102,0.5251798561151079,0.5680933852140078,139.0,118,139
|
| 11 |
+
Uneven ground walking,0.78,0.527027027027027,0.6290322580645161,148.0,100,148
|
| 12 |
+
Carry,0.6433566433566433,0.4816753926701571,0.5508982035928144,573.0,429,573
|
| 13 |
+
accuracy,0.7340461075843635,0.7340461075843635,0.7340461075843635,0.7340461075843635,0,0
|
| 14 |
+
macro avg,0.7559572976907198,0.7226502422330646,0.7264335669539205,2993.0,0,0
|
| 15 |
+
weighted avg,0.7404342058425463,0.7340461075843635,0.7299572829211185,2993.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.3s/best_model_metrics_transition.csv
ADDED
|
@@ -0,0 +1,15 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.47474747474747475,0.618421052631579,0.5371428571428571,76.0,99,76
|
| 3 |
+
Sit to stand,0.6923076923076923,0.3333333333333333,0.45,27.0,13,27
|
| 4 |
+
Stand to sit,1.0,0.34615384615384615,0.5142857142857142,26.0,9,26
|
| 5 |
+
Sitting,0.7037037037037037,0.8260869565217391,0.76,23.0,27,23
|
| 6 |
+
Stair up,0.0,0.0,0.0,8.0,1,8
|
| 7 |
+
Stair down,0.36363636363636365,0.6666666666666666,0.47058823529411764,6.0,11,6
|
| 8 |
+
Ramp up,0.0,0.0,0.0,6.0,0,6
|
| 9 |
+
Ramp down,0.42857142857142855,0.375,0.4,8.0,7,8
|
| 10 |
+
Grass walking,0.5,0.125,0.2,8.0,2,8
|
| 11 |
+
Uneven ground walking,0.6,0.375,0.46153846153846156,8.0,5,8
|
| 12 |
+
Carry,0.12121212121212122,0.36363636363636365,0.18181818181818182,11.0,33,11
|
| 13 |
+
accuracy,0.4782608695652174,0.4782608695652174,0.4782608695652174,0.4782608695652174,0,0
|
| 14 |
+
macro avg,0.44401625310716214,0.36629983808577526,0.36139758637084846,207.0,0,0
|
| 15 |
+
weighted avg,0.5444542217489078,0.4782608695652174,0.46927595564424207,207.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_confusion_matrix.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,1007,0,6,0,2,35,8,49,39,12,128
|
| 3 |
+
Sit to stand,38,46,2,12,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,19,0,21,16,0,0,0,0,0,0,22
|
| 5 |
+
Sitting,0,25,0,357,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,43,0,0,0,69,0,1,0,0,0,0
|
| 7 |
+
Stair down,12,0,0,0,0,64,0,0,0,0,0
|
| 8 |
+
Ramp up,19,0,0,0,0,3,82,0,0,1,3
|
| 9 |
+
Ramp down,24,0,0,0,1,0,0,141,0,0,5
|
| 10 |
+
Grass walking,56,0,0,0,12,2,4,1,62,8,3
|
| 11 |
+
Uneven ground walking,57,0,0,0,1,0,0,7,0,73,20
|
| 12 |
+
Carry,211,0,0,0,0,72,12,1,4,0,282
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_confusion_matrix_steady.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,957,0,4,0,1,32,8,44,38,10,114
|
| 3 |
+
Sit to stand,26,39,0,7,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,12,0,17,7,0,0,0,0,0,0,16
|
| 5 |
+
Sitting,0,23,0,334,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,35,0,0,0,69,0,1,0,0,0,0
|
| 7 |
+
Stair down,10,0,0,0,0,60,0,0,0,0,0
|
| 8 |
+
Ramp up,15,0,0,0,0,2,81,0,0,1,3
|
| 9 |
+
Ramp down,21,0,0,0,1,0,0,136,0,0,5
|
| 10 |
+
Grass walking,50,0,0,0,12,2,4,0,61,8,3
|
| 11 |
+
Uneven ground walking,57,0,0,0,1,0,0,7,0,69,16
|
| 12 |
+
Carry,204,0,0,0,0,72,12,1,4,0,278
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_confusion_matrix_transition.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,50,0,2,0,1,3,0,5,1,2,14
|
| 3 |
+
Sit to stand,12,7,2,5,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,7,0,4,9,0,0,0,0,0,0,6
|
| 5 |
+
Sitting,0,2,0,23,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,8,0,0,0,0,0,0,0,0,0,0
|
| 7 |
+
Stair down,2,0,0,0,0,4,0,0,0,0,0
|
| 8 |
+
Ramp up,4,0,0,0,0,1,1,0,0,0,0
|
| 9 |
+
Ramp down,3,0,0,0,0,0,0,5,0,0,0
|
| 10 |
+
Grass walking,6,0,0,0,0,0,0,1,1,0,0
|
| 11 |
+
Uneven ground walking,0,0,0,0,0,0,0,0,0,4,4
|
| 12 |
+
Carry,7,0,0,0,0,0,0,0,0,0,4
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_metrics.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.6776581426648721,0.7830482115085536,0.7265512265512265,1286.0,1486,1286
|
| 3 |
+
Sit to stand,0.647887323943662,0.46938775510204084,0.5443786982248521,98.0,71,98
|
| 4 |
+
Stand to sit,0.7241379310344828,0.2692307692307692,0.3925233644859813,78.0,29,78
|
| 5 |
+
Sitting,0.9272727272727272,0.9345549738219895,0.9308996088657105,382.0,385,382
|
| 6 |
+
Stair up,0.8117647058823529,0.6106194690265486,0.696969696969697,113.0,85,113
|
| 7 |
+
Stair down,0.36363636363636365,0.8421052631578947,0.5079365079365079,76.0,176,76
|
| 8 |
+
Ramp up,0.7663551401869159,0.7592592592592593,0.7627906976744186,108.0,107,108
|
| 9 |
+
Ramp down,0.7085427135678392,0.8245614035087719,0.7621621621621621,171.0,199,171
|
| 10 |
+
Grass walking,0.5904761904761905,0.4189189189189189,0.4901185770750988,148.0,105,148
|
| 11 |
+
Uneven ground walking,0.776595744680851,0.4620253164556962,0.5793650793650794,158.0,94,158
|
| 12 |
+
Carry,0.6090712742980562,0.4845360824742268,0.539712918660287,582.0,463,582
|
| 13 |
+
accuracy,0.68875,0.68875,0.68875,0.68875,0,0
|
| 14 |
+
macro avg,0.6912180234222102,0.6234770384058791,0.6303098670882746,3200.0,0,0
|
| 15 |
+
weighted avg,0.6979772780328913,0.68875,0.6819301527606006,3200.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_metrics_steady.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.6899783705839942,0.7922185430463576,0.7375722543352601,1208.0,1387,1208
|
| 3 |
+
Sit to stand,0.6290322580645161,0.5416666666666666,0.582089552238806,72.0,62,72
|
| 4 |
+
Stand to sit,0.8095238095238095,0.3269230769230769,0.4657534246575342,52.0,21,52
|
| 5 |
+
Sitting,0.9597701149425287,0.9355742296918768,0.9475177304964539,357.0,348,357
|
| 6 |
+
Stair up,0.8214285714285714,0.6571428571428571,0.7301587301587301,105.0,84,105
|
| 7 |
+
Stair down,0.35714285714285715,0.8571428571428571,0.5042016806722689,70.0,168,70
|
| 8 |
+
Ramp up,0.7641509433962265,0.7941176470588235,0.7788461538461539,102.0,106,102
|
| 9 |
+
Ramp down,0.723404255319149,0.8343558282208589,0.7749287749287749,163.0,188,163
|
| 10 |
+
Grass walking,0.5922330097087378,0.4357142857142857,0.5020576131687243,140.0,103,140
|
| 11 |
+
Uneven ground walking,0.7840909090909091,0.46,0.5798319327731093,150.0,88,150
|
| 12 |
+
Carry,0.639080459770115,0.4868651488616462,0.5526838966202783,571.0,435,571
|
| 13 |
+
accuracy,0.702675585284281,0.702675585284281,0.702675585284281,0.702675585284281,0,0
|
| 14 |
+
macro avg,0.7063486871792196,0.6474291945881188,0.6505128858087358,2990.0,0,0
|
| 15 |
+
weighted avg,0.7144036299233654,0.702675585284281,0.6976396595039479,2990.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_0.5s/best_model_metrics_transition.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.5050505050505051,0.6410256410256411,0.5649717514124294,78.0,99,78
|
| 3 |
+
Sit to stand,0.7777777777777778,0.2692307692307692,0.4,26.0,9,26
|
| 4 |
+
Stand to sit,0.5,0.15384615384615385,0.23529411764705882,26.0,8,26
|
| 5 |
+
Sitting,0.6216216216216216,0.92,0.7419354838709677,25.0,37,25
|
| 6 |
+
Stair up,0.0,0.0,0.0,8.0,1,8
|
| 7 |
+
Stair down,0.5,0.6666666666666666,0.5714285714285714,6.0,8,6
|
| 8 |
+
Ramp up,1.0,0.16666666666666666,0.2857142857142857,6.0,1,6
|
| 9 |
+
Ramp down,0.45454545454545453,0.625,0.5263157894736842,8.0,11,8
|
| 10 |
+
Grass walking,0.5,0.125,0.2,8.0,2,8
|
| 11 |
+
Uneven ground walking,0.6666666666666666,0.5,0.5714285714285714,8.0,6,8
|
| 12 |
+
Carry,0.14285714285714285,0.36363636363636365,0.20512820512820512,11.0,28,11
|
| 13 |
+
accuracy,0.49047619047619045,0.49047619047619045,0.49047619047619045,0.49047619047619045,0,0
|
| 14 |
+
macro avg,0.5153199244108335,0.40282475100656917,0.391110616009434,210.0,0,0
|
| 15 |
+
weighted avg,0.5318944176087033,0.49047619047619045,0.46150025262977457,210.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_confusion_matrix.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,998,0,8,9,7,45,19,48,33,19,102
|
| 3 |
+
Sit to stand,38,17,14,29,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,33,0,4,10,0,0,0,0,0,0,31
|
| 5 |
+
Sitting,6,26,1,346,0,0,0,0,0,0,1
|
| 6 |
+
Stair up,43,0,0,0,66,2,0,0,2,0,0
|
| 7 |
+
Stair down,27,0,0,0,0,49,0,0,0,0,0
|
| 8 |
+
Ramp up,37,0,0,0,0,4,61,0,0,1,5
|
| 9 |
+
Ramp down,63,0,0,0,2,0,0,98,0,0,8
|
| 10 |
+
Grass walking,76,0,0,0,9,1,3,4,47,4,4
|
| 11 |
+
Uneven ground walking,79,0,0,0,1,0,0,7,0,46,25
|
| 12 |
+
Carry,221,0,0,0,0,63,34,1,4,0,259
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_confusion_matrix_steady.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
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|
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|
|
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|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,950,0,4,8,7,40,19,45,31,16,90
|
| 3 |
+
Sit to stand,25,15,13,19,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,25,0,1,3,0,0,0,0,0,0,23
|
| 5 |
+
Sitting,6,24,1,324,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,36,0,0,0,65,2,0,0,2,0,0
|
| 7 |
+
Stair down,23,0,0,0,0,47,0,0,0,0,0
|
| 8 |
+
Ramp up,33,0,0,0,0,3,60,0,0,1,5
|
| 9 |
+
Ramp down,58,0,0,0,2,0,0,96,0,0,7
|
| 10 |
+
Grass walking,70,0,0,0,9,1,3,3,46,4,4
|
| 11 |
+
Uneven ground walking,76,0,0,0,1,0,0,7,0,44,22
|
| 12 |
+
Carry,212,0,0,0,0,63,34,1,4,0,257
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_confusion_matrix_transition.csv
ADDED
|
@@ -0,0 +1,12 @@
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|
|
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|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,48,0,4,1,0,5,0,3,2,3,12
|
| 3 |
+
Sit to stand,13,2,1,10,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,8,0,3,7,0,0,0,0,0,0,8
|
| 5 |
+
Sitting,0,2,0,22,0,0,0,0,0,0,1
|
| 6 |
+
Stair up,7,0,0,0,1,0,0,0,0,0,0
|
| 7 |
+
Stair down,4,0,0,0,0,2,0,0,0,0,0
|
| 8 |
+
Ramp up,4,0,0,0,0,1,1,0,0,0,0
|
| 9 |
+
Ramp down,5,0,0,0,0,0,0,2,0,0,1
|
| 10 |
+
Grass walking,6,0,0,0,0,0,0,1,1,0,0
|
| 11 |
+
Uneven ground walking,3,0,0,0,0,0,0,0,0,2,3
|
| 12 |
+
Carry,9,0,0,0,0,0,0,0,0,0,2
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_metrics.csv
ADDED
|
@@ -0,0 +1,15 @@
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|
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|
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|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.6156693399136336,0.7748447204968945,0.6861464420763149,1288.0,1621,1288
|
| 3 |
+
Sit to stand,0.3953488372093023,0.17346938775510204,0.24113475177304963,98.0,43,98
|
| 4 |
+
Stand to sit,0.14814814814814814,0.05128205128205128,0.0761904761904762,78.0,27,78
|
| 5 |
+
Sitting,0.8781725888324873,0.9105263157894737,0.8940568475452196,380.0,394,380
|
| 6 |
+
Stair up,0.7764705882352941,0.584070796460177,0.6666666666666666,113.0,85,113
|
| 7 |
+
Stair down,0.29878048780487804,0.6447368421052632,0.4083333333333333,76.0,164,76
|
| 8 |
+
Ramp up,0.5213675213675214,0.5648148148148148,0.5422222222222223,108.0,117,108
|
| 9 |
+
Ramp down,0.620253164556962,0.5730994152046783,0.5957446808510638,171.0,158,171
|
| 10 |
+
Grass walking,0.5465116279069767,0.31756756756756754,0.4017094017094017,148.0,86,148
|
| 11 |
+
Uneven ground walking,0.6571428571428571,0.2911392405063291,0.40350877192982454,158.0,70,158
|
| 12 |
+
Carry,0.5954022988505747,0.44501718213058417,0.5093411996066863,582.0,435,582
|
| 13 |
+
accuracy,0.6221875,0.6221875,0.6221875,0.6221875,0,0
|
| 14 |
+
macro avg,0.5502970418153305,0.4845971212829942,0.4931867994458417,3200.0,0,0
|
| 15 |
+
weighted avg,0.6190760445149072,0.6221875,0.6060985140497771,3200.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_metrics_steady.csv
ADDED
|
@@ -0,0 +1,15 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.6274768824306473,0.7851239669421488,0.697503671071953,1210.0,1514,1210
|
| 3 |
+
Sit to stand,0.38461538461538464,0.20833333333333334,0.2702702702702703,72.0,39,72
|
| 4 |
+
Stand to sit,0.05263157894736842,0.019230769230769232,0.028169014084507043,52.0,19,52
|
| 5 |
+
Sitting,0.9152542372881356,0.9126760563380282,0.9139633286318759,355.0,354,355
|
| 6 |
+
Stair up,0.7738095238095238,0.6190476190476191,0.6878306878306878,105.0,84,105
|
| 7 |
+
Stair down,0.30128205128205127,0.6714285714285714,0.415929203539823,70.0,156,70
|
| 8 |
+
Ramp up,0.5172413793103449,0.5882352941176471,0.5504587155963303,102.0,116,102
|
| 9 |
+
Ramp down,0.631578947368421,0.588957055214724,0.6095238095238096,163.0,152,163
|
| 10 |
+
Grass walking,0.5542168674698795,0.32857142857142857,0.4125560538116592,140.0,83,140
|
| 11 |
+
Uneven ground walking,0.676923076923077,0.29333333333333333,0.40930232558139534,150.0,65,150
|
| 12 |
+
Carry,0.6299019607843137,0.4500875656742557,0.5250255362614913,571.0,408,571
|
| 13 |
+
accuracy,0.637123745819398,0.637123745819398,0.637123745819398,0.637123745819398,0,0
|
| 14 |
+
macro avg,0.5513574445662861,0.49682045393016894,0.5018666014730729,2990.0,0,0
|
| 15 |
+
weighted avg,0.6392775943372848,0.637123745819398,0.6237926039607365,2990.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject16/horizon_1.0s/best_model_metrics_transition.csv
ADDED
|
@@ -0,0 +1,15 @@
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
class,precision,recall,f1-score,support,total_predicted,total_ground_truth
|
| 2 |
+
Level ground walking,0.4485981308411215,0.6153846153846154,0.518918918918919,78.0,107,78
|
| 3 |
+
Sit to stand,0.5,0.07692307692307693,0.13333333333333333,26.0,4,26
|
| 4 |
+
Stand to sit,0.375,0.11538461538461539,0.17647058823529413,26.0,8,26
|
| 5 |
+
Sitting,0.55,0.88,0.676923076923077,25.0,40,25
|
| 6 |
+
Stair up,1.0,0.125,0.2222222222222222,8.0,1,8
|
| 7 |
+
Stair down,0.25,0.3333333333333333,0.2857142857142857,6.0,8,6
|
| 8 |
+
Ramp up,1.0,0.16666666666666666,0.2857142857142857,6.0,1,6
|
| 9 |
+
Ramp down,0.3333333333333333,0.25,0.2857142857142857,8.0,6,8
|
| 10 |
+
Grass walking,0.3333333333333333,0.125,0.18181818181818182,8.0,3,8
|
| 11 |
+
Uneven ground walking,0.4,0.25,0.3076923076923077,8.0,5,8
|
| 12 |
+
Carry,0.07407407407407407,0.18181818181818182,0.10526315789473684,11.0,27,11
|
| 13 |
+
accuracy,0.4095238095238095,0.4095238095238095,0.4095238095238095,0.4095238095238095,0,0
|
| 14 |
+
macro avg,0.4785762610528966,0.28359186268277176,0.2890713312891753,210.0,0,0
|
| 15 |
+
weighted avg,0.4587562016845506,0.4095238095238095,0.3715223652596497,210.0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/per_subject_results/subject_Subject21/horizon_0.3s/best_model_confusion_matrix.csv
ADDED
|
@@ -0,0 +1,12 @@
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,2242,0,0,4,1,12,0,148,21,1,2
|
| 3 |
+
Sit to stand,16,10,0,25,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,54,0,8,5,0,0,0,0,0,0,0
|
| 5 |
+
Sitting,0,0,0,245,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,84,4,0,48,32,0,0,0,2,0,0
|
| 7 |
+
Stair down,146,0,0,1,1,0,0,0,0,0,0
|
| 8 |
+
Ramp up,225,0,0,0,0,0,0,3,0,0,0
|
| 9 |
+
Ramp down,86,0,0,0,0,3,0,91,0,0,0
|
| 10 |
+
Grass walking,278,0,0,1,4,2,0,8,0,0,0
|
| 11 |
+
Uneven ground walking,269,0,0,0,1,0,0,0,0,0,0
|
| 12 |
+
Carry,13,0,0,0,0,0,0,0,0,0,0
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/test/horizon_0.0s/best_model_confusion_matrix.csv
ADDED
|
@@ -0,0 +1,12 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,17151,55,10,219,223,118,4,480,118,61,1329
|
| 3 |
+
Sit to stand,209,407,72,472,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,575,20,482,360,1,1,0,0,0,1,56
|
| 5 |
+
Sitting,491,47,45,3299,0,0,0,0,0,0,4
|
| 6 |
+
Stair up,484,19,2,131,572,1,0,2,2,3,8
|
| 7 |
+
Stair down,841,3,2,18,3,330,0,2,0,1,3
|
| 8 |
+
Ramp up,1249,12,0,40,13,44,437,0,5,56,16
|
| 9 |
+
Ramp down,1252,0,0,17,18,112,0,1048,1,1,3
|
| 10 |
+
Grass walking,1432,10,0,16,114,38,11,77,514,106,46
|
| 11 |
+
Uneven ground walking,1576,0,0,9,28,55,1,17,28,565,23
|
| 12 |
+
Carry,3466,0,0,3,1,70,0,324,0,2,1927
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/test/horizon_0.0s/best_model_confusion_matrix_steady.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,16560,51,6,182,208,105,4,465,112,57,1277
|
| 3 |
+
Sit to stand,110,352,64,338,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,447,14,450,242,1,0,0,0,0,0,46
|
| 5 |
+
Sitting,456,30,43,3104,0,0,0,0,0,0,4
|
| 6 |
+
Stair up,435,19,2,130,553,1,0,1,1,3,3
|
| 7 |
+
Stair down,796,3,2,16,3,313,0,2,0,1,3
|
| 8 |
+
Ramp up,1195,12,0,39,13,44,433,0,5,56,12
|
| 9 |
+
Ramp down,1196,0,0,17,14,111,0,1036,1,1,1
|
| 10 |
+
Grass walking,1376,10,0,16,114,38,11,76,508,104,40
|
| 11 |
+
Uneven ground walking,1533,0,0,9,28,51,1,15,23,555,17
|
| 12 |
+
Carry,3367,0,0,3,0,70,0,324,0,1,1905
|
train/revalexo_healthy_sarcopenic_cross_modality/deepconvlstm_acc_gyro_contrastive_pretrained_kd_fitnets/seed_1/20260527_002906_RevalExoDataset_raw_imu-image_DeepConvLSTM/test/horizon_0.0s/best_model_confusion_matrix_transition.csv
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
true_label,Level ground walking,Sit to stand,Stand to sit,Sitting,Stair up,Stair down,Ramp up,Ramp down,Grass walking,Uneven ground walking,Carry
|
| 2 |
+
Level ground walking,591,4,4,37,15,13,0,15,6,4,52
|
| 3 |
+
Sit to stand,99,55,8,134,0,0,0,0,0,0,0
|
| 4 |
+
Stand to sit,128,6,32,118,0,1,0,0,0,1,10
|
| 5 |
+
Sitting,35,17,2,195,0,0,0,0,0,0,0
|
| 6 |
+
Stair up,49,0,0,1,19,0,0,1,1,0,5
|
| 7 |
+
Stair down,45,0,0,2,0,17,0,0,0,0,0
|
| 8 |
+
Ramp up,54,0,0,1,0,0,4,0,0,0,4
|
| 9 |
+
Ramp down,56,0,0,0,4,1,0,12,0,0,2
|
| 10 |
+
Grass walking,56,0,0,0,0,0,0,1,6,2,6
|
| 11 |
+
Uneven ground walking,43,0,0,0,0,4,0,2,5,10,6
|
| 12 |
+
Carry,99,0,0,0,1,0,0,0,0,1,22
|