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  1. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/best_model_confusion_matrix.csv +12 -0
  2. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/best_model_confusion_matrix_steady.csv +12 -0
  3. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/best_model_confusion_matrix_transition.csv +12 -0
  4. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/best_model_metrics.csv +15 -0
  5. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/best_model_metrics_steady.csv +15 -0
  6. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/best_model_metrics_transition.csv +15 -0
  7. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.2s/best_model_confusion_matrix.csv +12 -0
  8. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.2s/best_model_confusion_matrix_steady.csv +12 -0
  9. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.2s/best_model_confusion_matrix_transition.csv +12 -0
  10. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.2s/best_model_metrics.csv +15 -0
  11. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.2s/best_model_metrics_steady.csv +15 -0
  12. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.2s/best_model_metrics_transition.csv +15 -0
  13. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.3s/best_model_confusion_matrix.csv +12 -0
  14. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.3s/best_model_confusion_matrix_steady.csv +12 -0
  15. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.3s/best_model_confusion_matrix_transition.csv +12 -0
  16. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.3s/best_model_metrics.csv +15 -0
  17. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.3s/best_model_metrics_steady.csv +15 -0
  18. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.3s/best_model_metrics_transition.csv +15 -0
  19. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/best_model_confusion_matrix.csv +12 -0
  20. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/best_model_confusion_matrix_steady.csv +12 -0
  21. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/best_model_confusion_matrix_transition.csv +12 -0
  22. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/best_model_metrics.csv +15 -0
  23. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/best_model_metrics_steady.csv +15 -0
  24. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/best_model_metrics_transition.csv +15 -0
  25. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/best_model_confusion_matrix.csv +12 -0
  26. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/best_model_confusion_matrix_steady.csv +12 -0
  27. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/best_model_confusion_matrix_transition.csv +12 -0
  28. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/best_model_metrics.csv +15 -0
  29. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/best_model_metrics_steady.csv +15 -0
  30. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/best_model_metrics_transition.csv +15 -0
  31. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/best_model_confusion_matrix.csv +12 -0
  32. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/best_model_confusion_matrix_steady.csv +12 -0
  33. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/best_model_confusion_matrix_transition.csv +12 -0
  34. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/best_model_metrics.csv +15 -0
  35. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/best_model_metrics_steady.csv +15 -0
  36. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/best_model_metrics_transition.csv +15 -0
  37. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/metrics_report_steady_epoch_28.csv +15 -0
  38. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/metrics_report_transition_epoch_28.csv +15 -0
  39. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/best_model_confusion_matrix_steady.csv +12 -0
  40. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/best_model_confusion_matrix_transition.csv +12 -0
  41. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/best_model_metrics.csv +15 -0
  42. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/best_model_metrics_transition.csv +15 -0
  43. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/metrics_report_epoch_28.csv +15 -0
  44. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/metrics_report_steady_epoch_28.csv +15 -0
  45. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/metrics_report_transition_epoch_28.csv +15 -0
  46. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test_inloop_backup/horizon_0.0s/best_model_confusion_matrix.csv +12 -0
  47. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test_inloop_backup/horizon_0.0s/best_model_confusion_matrix_steady.csv +12 -0
  48. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test_inloop_backup/horizon_0.0s/best_model_confusion_matrix_transition.csv +12 -0
  49. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test_inloop_backup/horizon_0.0s/best_model_metrics.csv +15 -0
  50. loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test_inloop_backup/horizon_0.0s/best_model_metrics_steady.csv +15 -0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/best_model_confusion_matrix.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,1223,3,1,0,0,1,0,4,0,0,8
3
+ Sit to stand,12,153,0,10,0,0,0,0,0,0,0
4
+ Stand to sit,26,0,141,31,0,0,0,0,0,0,0
5
+ Sitting,0,6,0,211,0,0,0,0,0,0,0
6
+ Stair up,42,0,0,0,115,0,0,0,0,0,0
7
+ Stair down,15,0,0,0,0,81,0,0,0,0,0
8
+ Ramp up,32,0,0,0,0,0,129,0,0,0,0
9
+ Ramp down,10,0,0,0,0,0,0,188,0,0,0
10
+ Grass walking,12,0,0,0,0,0,0,0,175,0,0
11
+ Uneven ground walking,41,0,0,0,0,0,0,0,0,124,0
12
+ Carry,51,0,0,0,0,0,0,0,0,0,643
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/best_model_confusion_matrix_steady.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,1108,0,0,0,0,0,0,1,0,0,5
3
+ Sit to stand,1,115,0,2,0,0,0,0,0,0,0
4
+ Stand to sit,17,0,120,5,0,0,0,0,0,0,0
5
+ Sitting,0,2,0,174,0,0,0,0,0,0,0
6
+ Stair up,32,0,0,0,113,0,0,0,0,0,0
7
+ Stair down,9,0,0,0,0,77,0,0,0,0,0
8
+ Ramp up,23,0,0,0,0,0,128,0,0,0,0
9
+ Ramp down,4,0,0,0,0,0,0,182,0,0,0
10
+ Grass walking,4,0,0,0,0,0,0,0,171,0,0
11
+ Uneven ground walking,31,0,0,0,0,0,0,0,0,122,0
12
+ Carry,35,0,0,0,0,0,0,0,0,0,635
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/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,115,3,1,0,0,1,0,3,0,0,3
3
+ Sit to stand,11,38,0,8,0,0,0,0,0,0,0
4
+ Stand to sit,9,0,21,26,0,0,0,0,0,0,0
5
+ Sitting,0,4,0,37,0,0,0,0,0,0,0
6
+ Stair up,10,0,0,0,2,0,0,0,0,0,0
7
+ Stair down,6,0,0,0,0,4,0,0,0,0,0
8
+ Ramp up,9,0,0,0,0,0,1,0,0,0,0
9
+ Ramp down,6,0,0,0,0,0,0,6,0,0,0
10
+ Grass walking,8,0,0,0,0,0,0,0,4,0,0
11
+ Uneven ground walking,10,0,0,0,0,0,0,0,0,2,0
12
+ Carry,16,0,0,0,0,0,0,0,0,0,8
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/best_model_metrics.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.8353825136612022,0.9862903225806452,0.9045857988165681,1240.0,1464,1240
3
+ Sit to stand,0.9444444444444444,0.8742857142857143,0.9080118694362018,175.0,162,175
4
+ Stand to sit,0.9929577464788732,0.7121212121212122,0.8294117647058824,198.0,142,198
5
+ Sitting,0.8373015873015873,0.9723502304147466,0.8997867803837953,217.0,252,217
6
+ Stair up,1.0,0.732484076433121,0.8455882352941176,157.0,115,157
7
+ Stair down,0.9878048780487805,0.84375,0.9101123595505618,96.0,82,96
8
+ Ramp up,1.0,0.8012422360248447,0.8896551724137931,161.0,129,161
9
+ Ramp down,0.9791666666666666,0.9494949494949495,0.9641025641025641,198.0,192,198
10
+ Grass walking,1.0,0.9358288770053476,0.9668508287292817,187.0,175,187
11
+ Uneven ground walking,1.0,0.7515151515151515,0.8581314878892734,165.0,124,165
12
+ Carry,0.9877112135176651,0.9265129682997119,0.9561338289962825,694.0,651,694
13
+ accuracy,0.9125573394495413,0.9125573394495413,0.9125573394495413,0.9125573394495413,0,0
14
+ macro avg,0.9604335500108381,0.8623523398341313,0.9029427900289384,3488.0,0,0
15
+ weighted avg,0.924205281949218,0.9125573394495413,0.9117747523352673,3488.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/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,0.8765822784810127,0.9946140035906643,0.9318755256518082,1114.0,1264,1114
3
+ Sit to stand,0.9829059829059829,0.9745762711864406,0.9787234042553191,118.0,117,118
4
+ Stand to sit,1.0,0.8450704225352113,0.916030534351145,142.0,120,142
5
+ Sitting,0.9613259668508287,0.9886363636363636,0.9747899159663865,176.0,181,176
6
+ Stair up,1.0,0.7793103448275862,0.875968992248062,145.0,113,145
7
+ Stair down,1.0,0.8953488372093024,0.9447852760736196,86.0,77,86
8
+ Ramp up,1.0,0.847682119205298,0.9175627240143369,151.0,128,151
9
+ Ramp down,0.994535519125683,0.978494623655914,0.986449864498645,186.0,183,186
10
+ Grass walking,1.0,0.9771428571428571,0.9884393063583815,175.0,171,175
11
+ Uneven ground walking,1.0,0.7973856209150327,0.8872727272727273,153.0,122,153
12
+ Carry,0.9921875,0.9477611940298507,0.9694656488549618,670.0,640,670
13
+ accuracy,0.9451219512195121,0.9451219512195121,0.9451219512195121,0.9451219512195121,0,0
14
+ macro avg,0.9825033861239553,0.9114566052667747,0.9428512654132176,3116.0,0,0
15
+ weighted avg,0.9510392060121556,0.9451219512195121,0.9447395162790984,3116.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.0s/best_model_metrics_transition.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.575,0.9126984126984127,0.7055214723926381,126.0,200,126
3
+ Sit to stand,0.8444444444444444,0.6666666666666666,0.7450980392156863,57.0,45,57
4
+ Stand to sit,0.9545454545454546,0.375,0.5384615384615384,56.0,22,56
5
+ Sitting,0.5211267605633803,0.9024390243902439,0.6607142857142857,41.0,71,41
6
+ Stair up,1.0,0.16666666666666666,0.2857142857142857,12.0,2,12
7
+ Stair down,0.8,0.4,0.5333333333333333,10.0,5,10
8
+ Ramp up,1.0,0.1,0.18181818181818182,10.0,1,10
9
+ Ramp down,0.6666666666666666,0.5,0.5714285714285714,12.0,9,12
10
+ Grass walking,1.0,0.3333333333333333,0.5,12.0,4,12
11
+ Uneven ground walking,1.0,0.16666666666666666,0.2857142857142857,12.0,2,12
12
+ Carry,0.7272727272727273,0.3333333333333333,0.45714285714285713,24.0,11,24
13
+ accuracy,0.6397849462365591,0.6397849462365591,0.6397849462365591,0.6397849462365591,0,0
14
+ macro avg,0.8262778230447885,0.44152764579593834,0.49681335008506033,372.0,0,0
15
+ weighted avg,0.7388672618965667,0.6397849462365591,0.6087275673713113,372.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.2s/best_model_confusion_matrix.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,1228,2,1,0,0,0,0,2,0,0,7
3
+ Sit to stand,9,152,0,16,0,0,0,0,0,0,0
4
+ Stand to sit,43,1,124,30,0,0,0,0,0,0,0
5
+ Sitting,0,7,0,210,0,0,0,0,0,0,0
6
+ Stair up,42,0,0,0,112,0,0,0,0,0,0
7
+ Stair down,15,0,0,0,0,80,0,0,0,0,0
8
+ Ramp up,25,0,0,0,0,0,136,0,0,0,0
9
+ Ramp down,13,0,0,0,0,0,0,186,0,0,0
10
+ Grass walking,13,0,0,0,0,0,0,0,175,0,0
11
+ Uneven ground walking,37,0,0,0,0,0,0,0,0,129,0
12
+ Carry,49,0,0,0,0,0,0,0,0,0,644
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.2s/best_model_confusion_matrix_steady.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,1110,0,1,0,0,0,0,0,0,0,3
3
+ Sit to stand,0,112,0,7,0,0,0,0,0,0,0
4
+ Stand to sit,21,0,112,9,0,0,0,0,0,0,0
5
+ Sitting,0,4,0,172,0,0,0,0,0,0,0
6
+ Stair up,30,0,0,0,112,0,0,0,0,0,0
7
+ Stair down,6,0,0,0,0,78,0,0,0,0,0
8
+ Ramp up,16,0,0,0,0,0,135,0,0,0,0
9
+ Ramp down,7,0,0,0,0,0,0,181,0,0,0
10
+ Grass walking,4,0,0,0,0,0,0,0,172,0,0
11
+ Uneven ground walking,27,0,0,0,0,0,0,0,0,127,0
12
+ Carry,30,0,0,0,0,0,0,0,0,0,640
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.2s/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,118,2,0,0,0,0,0,2,0,0,4
3
+ Sit to stand,9,40,0,9,0,0,0,0,0,0,0
4
+ Stand to sit,22,1,12,21,0,0,0,0,0,0,0
5
+ Sitting,0,3,0,38,0,0,0,0,0,0,0
6
+ Stair up,12,0,0,0,0,0,0,0,0,0,0
7
+ Stair down,9,0,0,0,0,2,0,0,0,0,0
8
+ Ramp up,9,0,0,0,0,0,1,0,0,0,0
9
+ Ramp down,6,0,0,0,0,0,0,5,0,0,0
10
+ Grass walking,9,0,0,0,0,0,0,0,3,0,0
11
+ Uneven ground walking,10,0,0,0,0,0,0,0,0,2,0
12
+ Carry,19,0,0,0,0,0,0,0,0,0,4
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.2s/best_model_metrics.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.8331071913161465,0.9903225806451613,0.9049373618275608,1240.0,1474,1240
3
+ Sit to stand,0.9382716049382716,0.8587570621468926,0.8967551622418879,177.0,162,177
4
+ Stand to sit,0.992,0.6262626262626263,0.7678018575851393,198.0,125,198
5
+ Sitting,0.8203125,0.967741935483871,0.8879492600422833,217.0,256,217
6
+ Stair up,1.0,0.7272727272727273,0.8421052631578947,154.0,112,154
7
+ Stair down,1.0,0.8421052631578947,0.9142857142857143,95.0,80,95
8
+ Ramp up,1.0,0.84472049689441,0.9158249158249159,161.0,136,161
9
+ Ramp down,0.9893617021276596,0.9346733668341709,0.9612403100775194,199.0,188,199
10
+ Grass walking,1.0,0.9308510638297872,0.9641873278236914,188.0,175,188
11
+ Uneven ground walking,1.0,0.7771084337349398,0.8745762711864407,166.0,129,166
12
+ Carry,0.989247311827957,0.9292929292929293,0.9583333333333334,693.0,651,693
13
+ accuracy,0.9105504587155964,0.9105504587155964,0.9105504587155964,0.9105504587155964,0,0
14
+ macro avg,0.9602091191100031,0.8571916805050374,0.8989087979442165,3488.0,0,0
15
+ weighted avg,0.9231600256956061,0.9105504587155964,0.9092332611234295,3488.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/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,0.8872901678657075,0.9964093357271095,0.9386892177589852,1114.0,1251,1114
3
+ Sit to stand,0.9655172413793104,0.9411764705882353,0.9531914893617022,119.0,116,119
4
+ Stand to sit,0.9911504424778761,0.7887323943661971,0.8784313725490196,142.0,113,142
5
+ Sitting,0.9148936170212766,0.9772727272727273,0.945054945054945,176.0,188,176
6
+ Stair up,1.0,0.7887323943661971,0.8818897637795275,142.0,112,142
7
+ Stair down,1.0,0.9285714285714286,0.9629629629629629,84.0,78,84
8
+ Ramp up,1.0,0.8940397350993378,0.9440559440559441,151.0,135,151
9
+ Ramp down,1.0,0.9627659574468085,0.981029810298103,188.0,181,188
10
+ Grass walking,1.0,0.9772727272727273,0.9885057471264368,176.0,172,176
11
+ Uneven ground walking,1.0,0.8246753246753247,0.9039145907473309,154.0,127,154
12
+ Carry,0.995334370139969,0.9552238805970149,0.9748667174409749,670.0,643,670
13
+ accuracy,0.9470474967907574,0.9470474967907574,0.9470474967907574,0.9470474967907574,0,0
14
+ macro avg,0.9776532580803763,0.9122611250893733,0.9411447782850847,3116.0,0,0
15
+ weighted avg,0.9521747323966362,0.9470474967907574,0.9466111512959084,3116.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.2s/best_model_metrics_transition.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.5291479820627802,0.9365079365079365,0.6762177650429799,126.0,223,126
3
+ Sit to stand,0.8695652173913043,0.6896551724137931,0.7692307692307693,58.0,46,58
4
+ Stand to sit,1.0,0.21428571428571427,0.35294117647058826,56.0,12,56
5
+ Sitting,0.5588235294117647,0.926829268292683,0.6972477064220184,41.0,68,41
6
+ Stair up,0.0,0.0,0.0,12.0,0,12
7
+ Stair down,1.0,0.18181818181818182,0.3076923076923077,11.0,2,11
8
+ Ramp up,1.0,0.1,0.18181818181818182,10.0,1,10
9
+ Ramp down,0.7142857142857143,0.45454545454545453,0.5555555555555556,11.0,7,11
10
+ Grass walking,1.0,0.25,0.4,12.0,3,12
11
+ Uneven ground walking,1.0,0.16666666666666666,0.2857142857142857,12.0,2,12
12
+ Carry,0.5,0.17391304347826086,0.25806451612903225,23.0,8,23
13
+ accuracy,0.6048387096774194,0.6048387096774194,0.6048387096774194,0.6048387096774194,0,0
14
+ macro avg,0.7428929493774149,0.37220194890988095,0.4076802058250654,372.0,0,0
15
+ weighted avg,0.6999363868592235,0.6048387096774194,0.5474426034137184,372.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.3s/best_model_confusion_matrix.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,1227,4,1,0,0,1,0,0,0,0,6
3
+ Sit to stand,11,142,0,24,0,0,0,0,0,0,0
4
+ Stand to sit,52,0,116,28,0,0,0,0,0,0,0
5
+ Sitting,0,21,0,196,0,0,0,0,0,0,0
6
+ Stair up,41,0,0,0,116,0,0,0,0,0,0
7
+ Stair down,15,0,0,0,0,80,0,0,0,0,0
8
+ Ramp up,25,0,0,0,0,0,138,0,0,0,0
9
+ Ramp down,16,0,0,0,0,0,0,184,0,0,0
10
+ Grass walking,16,0,0,0,0,0,0,0,170,0,0
11
+ Uneven ground walking,37,0,0,0,0,0,0,0,0,129,0
12
+ Carry,48,0,0,0,0,0,0,0,0,0,644
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.3s/best_model_confusion_matrix_steady.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,1111,0,0,0,0,0,0,0,0,0,3
3
+ Sit to stand,0,112,0,10,0,0,0,0,0,0,0
4
+ Stand to sit,26,0,109,4,0,0,0,0,0,0,0
5
+ Sitting,0,7,0,168,0,0,0,0,0,0,0
6
+ Stair up,29,0,0,0,116,0,0,0,0,0,0
7
+ Stair down,8,0,0,0,0,77,0,0,0,0,0
8
+ Ramp up,15,0,0,0,0,0,138,0,0,0,0
9
+ Ramp down,8,0,0,0,0,0,0,180,0,0,0
10
+ Grass walking,6,0,0,0,0,0,0,0,168,0,0
11
+ Uneven ground walking,29,0,0,0,0,0,0,0,0,126,0
12
+ Carry,31,0,0,0,0,0,0,0,0,0,639
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/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,116,4,1,0,0,1,0,0,0,0,3
3
+ Sit to stand,11,30,0,14,0,0,0,0,0,0,0
4
+ Stand to sit,26,0,7,24,0,0,0,0,0,0,0
5
+ Sitting,0,14,0,28,0,0,0,0,0,0,0
6
+ Stair up,12,0,0,0,0,0,0,0,0,0,0
7
+ Stair down,7,0,0,0,0,3,0,0,0,0,0
8
+ Ramp up,10,0,0,0,0,0,0,0,0,0,0
9
+ Ramp down,8,0,0,0,0,0,0,4,0,0,0
10
+ Grass walking,10,0,0,0,0,0,0,0,2,0,0
11
+ Uneven ground walking,8,0,0,0,0,0,0,0,0,3,0
12
+ Carry,17,0,0,0,0,0,0,0,0,0,5
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.3s/best_model_metrics.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.8245967741935484,0.9903147699757869,0.8998899889988999,1239.0,1488,1239
3
+ Sit to stand,0.8502994011976048,0.8022598870056498,0.8255813953488372,177.0,167,177
4
+ Stand to sit,0.9914529914529915,0.5918367346938775,0.7412140575079872,196.0,117,196
5
+ Sitting,0.7903225806451613,0.9032258064516129,0.843010752688172,217.0,248,217
6
+ Stair up,1.0,0.7388535031847133,0.8498168498168498,157.0,116,157
7
+ Stair down,0.9876543209876543,0.8421052631578947,0.9090909090909091,95.0,81,95
8
+ Ramp up,1.0,0.8466257668711656,0.9169435215946844,163.0,138,163
9
+ Ramp down,1.0,0.92,0.9583333333333334,200.0,184,200
10
+ Grass walking,1.0,0.9139784946236559,0.9550561797752809,186.0,170,186
11
+ Uneven ground walking,1.0,0.7771084337349398,0.8745762711864407,166.0,129,166
12
+ Carry,0.9907692307692307,0.930635838150289,0.9597615499254843,692.0,650,692
13
+ accuracy,0.900802752293578,0.900802752293578,0.900802752293578,0.900802752293578,0,0
14
+ macro avg,0.9486450272041993,0.8415404088954169,0.8848431644788072,3488.0,0,0
15
+ weighted avg,0.9144044299738255,0.900802752293578,0.8994241219685634,3488.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.3s/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,0.8796516231195566,0.9973070017953322,0.9347917543121582,1114.0,1263,1114
3
+ Sit to stand,0.9411764705882353,0.9180327868852459,0.9294605809128631,122.0,119,122
4
+ Stand to sit,1.0,0.7841726618705036,0.8790322580645161,139.0,109,139
5
+ Sitting,0.9230769230769231,0.96,0.9411764705882353,175.0,182,175
6
+ Stair up,1.0,0.8,0.8888888888888888,145.0,116,145
7
+ Stair down,1.0,0.9058823529411765,0.9506172839506173,85.0,77,85
8
+ Ramp up,1.0,0.9019607843137255,0.9484536082474226,153.0,138,153
9
+ Ramp down,1.0,0.9574468085106383,0.9782608695652174,188.0,180,188
10
+ Grass walking,1.0,0.9655172413793104,0.9824561403508771,174.0,168,174
11
+ Uneven ground walking,1.0,0.8129032258064516,0.896797153024911,155.0,126,155
12
+ Carry,0.9953271028037384,0.9537313432835821,0.9740853658536586,670.0,642,670
13
+ accuracy,0.9435897435897436,0.9435897435897436,0.9435897435897436,0.9435897435897436,0,0
14
+ macro avg,0.9762938290534958,0.9051776551623605,0.936729124887215,3120.0,0,0
15
+ weighted avg,0.9494112365333067,0.9435897435897436,0.9432530439825948,3120.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.3s/best_model_metrics_transition.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.5155555555555555,0.928,0.6628571428571428,125.0,225,125
3
+ Sit to stand,0.625,0.5454545454545454,0.5825242718446602,55.0,48,55
4
+ Stand to sit,0.875,0.12280701754385964,0.2153846153846154,57.0,8,57
5
+ Sitting,0.42424242424242425,0.6666666666666666,0.5185185185185185,42.0,66,42
6
+ Stair up,0.0,0.0,0.0,12.0,0,12
7
+ Stair down,0.75,0.3,0.42857142857142855,10.0,4,10
8
+ Ramp up,0.0,0.0,0.0,10.0,0,10
9
+ Ramp down,1.0,0.3333333333333333,0.5,12.0,4,12
10
+ Grass walking,1.0,0.16666666666666666,0.2857142857142857,12.0,2,12
11
+ Uneven ground walking,1.0,0.2727272727272727,0.42857142857142855,11.0,3,11
12
+ Carry,0.625,0.22727272727272727,0.3333333333333333,22.0,8,22
13
+ accuracy,0.5380434782608695,0.5380434782608695,0.5380434782608695,0.5380434782608695,0,0
14
+ macro avg,0.6195270890725436,0.32390256633318826,0.3595886386177648,368.0,0,0
15
+ weighted avg,0.6053332235397453,0.5380434782608695,0.4747624549597956,368.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/best_model_confusion_matrix.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,1228,2,0,0,0,0,0,1,0,1,10
3
+ Sit to stand,34,124,0,17,0,0,0,0,0,0,0
4
+ Stand to sit,61,3,115,19,0,0,0,0,0,0,0
5
+ Sitting,0,30,1,184,0,0,0,0,0,0,0
6
+ Stair up,38,0,0,0,119,0,0,0,0,0,0
7
+ Stair down,19,0,0,0,0,77,0,0,0,0,0
8
+ Ramp up,24,0,0,0,0,0,137,0,0,0,0
9
+ Ramp down,17,0,0,0,0,0,0,181,0,0,0
10
+ Grass walking,17,0,0,0,0,0,0,0,170,0,0
11
+ Uneven ground walking,37,0,0,0,0,0,0,0,0,128,0
12
+ Carry,43,0,0,0,0,0,0,0,0,0,651
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/best_model_confusion_matrix_steady.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,1112,0,0,0,0,0,0,0,0,0,4
3
+ Sit to stand,12,97,0,9,0,0,0,0,0,0,0
4
+ Stand to sit,35,0,106,1,0,0,0,0,0,0,0
5
+ Sitting,0,13,0,161,0,0,0,0,0,0,0
6
+ Stair up,26,0,0,0,119,0,0,0,0,0,0
7
+ Stair down,10,0,0,0,0,76,0,0,0,0,0
8
+ Ramp up,14,0,0,0,0,0,137,0,0,0,0
9
+ Ramp down,9,0,0,0,0,0,0,177,0,0,0
10
+ Grass walking,6,0,0,0,0,0,0,0,169,0,0
11
+ Uneven ground walking,28,0,0,0,0,0,0,0,0,125,0
12
+ Carry,30,0,0,0,0,0,0,0,0,0,640
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/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,116,2,0,0,0,0,0,1,0,1,6
3
+ Sit to stand,22,27,0,8,0,0,0,0,0,0,0
4
+ Stand to sit,26,3,9,18,0,0,0,0,0,0,0
5
+ Sitting,0,17,1,23,0,0,0,0,0,0,0
6
+ Stair up,12,0,0,0,0,0,0,0,0,0,0
7
+ Stair down,9,0,0,0,0,1,0,0,0,0,0
8
+ Ramp up,10,0,0,0,0,0,0,0,0,0,0
9
+ Ramp down,8,0,0,0,0,0,0,4,0,0,0
10
+ Grass walking,11,0,0,0,0,0,0,0,1,0,0
11
+ Uneven ground walking,9,0,0,0,0,0,0,0,0,3,0
12
+ Carry,13,0,0,0,0,0,0,0,0,0,11
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/best_model_metrics.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.8089591567852438,0.9887278582930756,0.8898550724637682,1242.0,1518,1242
3
+ Sit to stand,0.779874213836478,0.7085714285714285,0.7425149700598802,175.0,159,175
4
+ Stand to sit,0.9913793103448276,0.5808080808080808,0.732484076433121,198.0,116,198
5
+ Sitting,0.8363636363636363,0.8558139534883721,0.8459770114942529,215.0,220,215
6
+ Stair up,1.0,0.7579617834394905,0.8623188405797102,157.0,119,157
7
+ Stair down,1.0,0.8020833333333334,0.8901734104046243,96.0,77,96
8
+ Ramp up,1.0,0.8509316770186336,0.9194630872483222,161.0,137,161
9
+ Ramp down,0.9945054945054945,0.9141414141414141,0.9526315789473684,198.0,182,198
10
+ Grass walking,1.0,0.9090909090909091,0.9523809523809523,187.0,170,187
11
+ Uneven ground walking,0.9922480620155039,0.7757575757575758,0.8707482993197279,165.0,129,165
12
+ Carry,0.9848714069591528,0.9380403458213257,0.9608856088560885,694.0,661,694
13
+ accuracy,0.8927752293577982,0.8927752293577982,0.8927752293577982,0.8927752293577982,0,0
14
+ macro avg,0.9443819346191216,0.8256298508876037,0.874493900744347,3488.0,0,0
15
+ weighted avg,0.906665802749258,0.8927752293577982,0.8911054069504122,3488.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/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,0.8673946957878315,0.996415770609319,0.9274395329441201,1116.0,1282,1116
3
+ Sit to stand,0.8818181818181818,0.8220338983050848,0.8508771929824561,118.0,110,118
4
+ Stand to sit,1.0,0.7464788732394366,0.8548387096774194,142.0,106,142
5
+ Sitting,0.9415204678362573,0.9252873563218391,0.9333333333333333,174.0,171,174
6
+ Stair up,1.0,0.8206896551724138,0.9015151515151515,145.0,119,145
7
+ Stair down,1.0,0.8837209302325582,0.9382716049382716,86.0,76,86
8
+ Ramp up,1.0,0.9072847682119205,0.9513888888888888,151.0,137,151
9
+ Ramp down,1.0,0.9516129032258065,0.9752066115702479,186.0,177,186
10
+ Grass walking,1.0,0.9657142857142857,0.9825581395348837,175.0,169,175
11
+ Uneven ground walking,1.0,0.8169934640522876,0.8992805755395683,153.0,125,153
12
+ Carry,0.9937888198757764,0.9552238805970149,0.974124809741248,670.0,644,670
13
+ accuracy,0.936777920410783,0.936777920410783,0.936777920410783,0.936777920410783,0,0
14
+ macro avg,0.9713201968470951,0.8901323441529061,0.9262576864241445,3116.0,0,0
15
+ weighted avg,0.9434307113844815,0.936777920410783,0.9364164172924367,3116.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_0.5s/best_model_metrics_transition.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.4915254237288136,0.9206349206349206,0.6408839779005525,126.0,236,126
3
+ Sit to stand,0.5510204081632653,0.47368421052631576,0.5094339622641509,57.0,49,57
4
+ Stand to sit,0.9,0.16071428571428573,0.2727272727272727,56.0,10,56
5
+ Sitting,0.46938775510204084,0.5609756097560976,0.5111111111111111,41.0,49,41
6
+ Stair up,0.0,0.0,0.0,12.0,0,12
7
+ Stair down,1.0,0.1,0.18181818181818182,10.0,1,10
8
+ Ramp up,0.0,0.0,0.0,10.0,0,10
9
+ Ramp down,0.8,0.3333333333333333,0.47058823529411764,12.0,5,12
10
+ Grass walking,1.0,0.08333333333333333,0.15384615384615385,12.0,1,12
11
+ Uneven ground walking,0.75,0.25,0.375,12.0,4,12
12
+ Carry,0.6470588235294118,0.4583333333333333,0.5365853658536586,24.0,17,24
13
+ accuracy,0.5241935483870968,0.5241935483870968,0.5241935483870968,0.5241935483870968,0,0
14
+ macro avg,0.6008174918657756,0.3037280933301473,0.3319994782559272,372.0,0,0
15
+ weighted avg,0.5890179472554468,0.5241935483870968,0.46426570742247836,372.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/best_model_confusion_matrix.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,1201,0,23,0,0,0,0,4,0,2,14
3
+ Sit to stand,41,108,4,22,0,0,0,0,0,0,0
4
+ Stand to sit,81,1,102,14,0,0,0,0,0,0,0
5
+ Sitting,5,86,4,118,0,0,0,0,0,0,0
6
+ Stair up,42,0,0,0,115,0,0,0,0,0,0
7
+ Stair down,21,0,0,0,0,75,0,0,0,0,0
8
+ Ramp up,22,0,0,0,0,0,139,0,0,0,0
9
+ Ramp down,15,0,0,0,0,0,0,183,0,0,0
10
+ Grass walking,20,0,0,0,0,0,0,0,167,0,0
11
+ Uneven ground walking,37,0,0,0,0,0,0,0,0,128,0
12
+ Carry,42,0,0,0,0,0,0,0,0,0,652
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/best_model_confusion_matrix_steady.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,1097,0,13,0,0,0,0,2,0,0,6
3
+ Sit to stand,19,83,0,16,0,0,0,0,0,0,0
4
+ Stand to sit,56,0,82,4,0,0,0,0,0,0,0
5
+ Sitting,2,76,0,94,0,0,0,0,0,0,0
6
+ Stair up,30,0,0,0,115,0,0,0,0,0,0
7
+ Stair down,11,0,0,0,0,75,0,0,0,0,0
8
+ Ramp up,13,0,0,0,0,0,138,0,0,0,0
9
+ Ramp down,10,0,0,0,0,0,0,176,0,0,0
10
+ Grass walking,11,0,0,0,0,0,0,0,164,0,0
11
+ Uneven ground walking,30,0,0,0,0,0,0,0,0,123,0
12
+ Carry,29,0,0,0,0,0,0,0,0,0,641
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/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,104,0,10,0,0,0,0,2,0,2,8
3
+ Sit to stand,22,25,4,6,0,0,0,0,0,0,0
4
+ Stand to sit,25,1,20,10,0,0,0,0,0,0,0
5
+ Sitting,3,10,4,24,0,0,0,0,0,0,0
6
+ Stair up,12,0,0,0,0,0,0,0,0,0,0
7
+ Stair down,10,0,0,0,0,0,0,0,0,0,0
8
+ Ramp up,9,0,0,0,0,0,1,0,0,0,0
9
+ Ramp down,5,0,0,0,0,0,0,7,0,0,0
10
+ Grass walking,9,0,0,0,0,0,0,0,3,0,0
11
+ Uneven ground walking,7,0,0,0,0,0,0,0,0,5,0
12
+ Carry,13,0,0,0,0,0,0,0,0,0,11
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/best_model_metrics.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.7865094957432875,0.9654340836012861,0.8668350775893179,1244.0,1527,1244
3
+ Sit to stand,0.5538461538461539,0.6171428571428571,0.5837837837837838,175.0,195,175
4
+ Stand to sit,0.7669172932330827,0.5151515151515151,0.6163141993957704,198.0,133,198
5
+ Sitting,0.7662337662337663,0.5539906103286385,0.6430517711171662,213.0,154,213
6
+ Stair up,1.0,0.732484076433121,0.8455882352941176,157.0,115,157
7
+ Stair down,1.0,0.78125,0.8771929824561403,96.0,75,96
8
+ Ramp up,1.0,0.8633540372670807,0.9266666666666666,161.0,139,161
9
+ Ramp down,0.9786096256684492,0.9242424242424242,0.9506493506493506,198.0,187,198
10
+ Grass walking,1.0,0.893048128342246,0.943502824858757,187.0,167,187
11
+ Uneven ground walking,0.9846153846153847,0.7757575757575758,0.8677966101694915,165.0,130,165
12
+ Carry,0.978978978978979,0.9394812680115274,0.9588235294117647,694.0,666,694
13
+ accuracy,0.856651376146789,0.856651376146789,0.856651376146789,0.856651376146789,0,0
14
+ macro avg,0.8923373362108276,0.7783033251162066,0.8254731846720297,3488.0,0,0
15
+ weighted avg,0.8678428789136962,0.856651376146789,0.854053904750224,3488.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/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,0.8386850152905199,0.981216457960644,0.9043693322341303,1118.0,1308,1118
3
+ Sit to stand,0.5220125786163522,0.7033898305084746,0.5992779783393501,118.0,159,118
4
+ Stand to sit,0.8631578947368421,0.5774647887323944,0.6919831223628692,142.0,95,142
5
+ Sitting,0.8245614035087719,0.5465116279069767,0.6573426573426573,172.0,114,172
6
+ Stair up,1.0,0.7931034482758621,0.8846153846153846,145.0,115,145
7
+ Stair down,1.0,0.872093023255814,0.9316770186335404,86.0,75,86
8
+ Ramp up,1.0,0.9139072847682119,0.9550173010380623,151.0,138,151
9
+ Ramp down,0.9887640449438202,0.946236559139785,0.967032967032967,186.0,178,186
10
+ Grass walking,1.0,0.9371428571428572,0.967551622418879,175.0,164,175
11
+ Uneven ground walking,1.0,0.803921568627451,0.8913043478260869,153.0,123,153
12
+ Carry,0.990726429675425,0.9567164179104478,0.973424449506454,670.0,647,670
13
+ accuracy,0.8947368421052632,0.8947368421052632,0.8947368421052632,0.8947368421052632,0,0
14
+ macro avg,0.9116279424337936,0.8210639876571744,0.8566905619409438,3116.0,0,0
15
+ weighted avg,0.9054355372496009,0.8947368421052632,0.8932859224412322,3116.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/per_subject_results/subject_Subject08/horizon_1.0s/best_model_metrics_transition.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.4748858447488584,0.8253968253968254,0.6028985507246377,126.0,219,126
3
+ Sit to stand,0.6944444444444444,0.43859649122807015,0.5376344086021505,57.0,36,57
4
+ Stand to sit,0.5263157894736842,0.35714285714285715,0.425531914893617,56.0,38,56
5
+ Sitting,0.6,0.5853658536585366,0.5925925925925926,41.0,40,41
6
+ Stair up,0.0,0.0,0.0,12.0,0,12
7
+ Stair down,0.0,0.0,0.0,10.0,0,10
8
+ Ramp up,1.0,0.1,0.18181818181818182,10.0,1,10
9
+ Ramp down,0.7777777777777778,0.5833333333333334,0.6666666666666666,12.0,9,12
10
+ Grass walking,1.0,0.25,0.4,12.0,3,12
11
+ Uneven ground walking,0.7142857142857143,0.4166666666666667,0.5263157894736842,12.0,7,12
12
+ Carry,0.5789473684210527,0.4583333333333333,0.5116279069767442,24.0,19,24
13
+ accuracy,0.5376344086021505,0.5376344086021505,0.5376344086021505,0.5376344086021505,0,0
14
+ macro avg,0.5787869944683212,0.3649850327963293,0.4040987283407523,372.0,0,0
15
+ weighted avg,0.5572369159383952,0.5376344086021505,0.5052406001915959,372.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/best_model_confusion_matrix.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,1227,3,1,0,0,1,0,1,0,0,9
3
+ Sit to stand,10,155,0,13,0,0,0,0,0,0,0
4
+ Stand to sit,32,0,136,22,0,0,0,0,0,0,0
5
+ Sitting,0,5,0,218,0,0,0,0,0,0,0
6
+ Stair up,40,0,0,0,115,0,0,0,0,0,0
7
+ Stair down,13,0,0,0,0,82,0,0,0,0,0
8
+ Ramp up,30,0,0,0,0,0,132,0,0,0,0
9
+ Ramp down,13,0,0,0,0,0,0,188,0,0,0
10
+ Grass walking,11,0,0,0,0,0,0,0,174,0,0
11
+ Uneven ground walking,35,0,0,0,0,0,0,0,0,131,0
12
+ Carry,47,0,0,0,0,0,0,0,0,0,644
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/best_model_confusion_matrix_steady.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,1108,0,1,0,0,0,0,0,0,0,6
3
+ Sit to stand,1,115,0,4,0,0,0,0,0,0,0
4
+ Stand to sit,20,0,113,2,0,0,0,0,0,0,0
5
+ Sitting,0,3,0,174,0,0,0,0,0,0,0
6
+ Stair up,30,0,0,0,113,0,0,0,0,0,0
7
+ Stair down,8,0,0,0,0,77,0,0,0,0,0
8
+ Ramp up,21,0,0,0,0,0,131,0,0,0,0
9
+ Ramp down,7,0,0,0,0,0,0,182,0,0,0
10
+ Grass walking,3,0,0,0,0,0,0,0,170,0,0
11
+ Uneven ground walking,25,0,0,0,0,0,0,0,0,129,0
12
+ Carry,29,0,0,0,0,0,0,0,0,0,637
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/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,119,3,0,0,0,1,0,1,0,0,3
3
+ Sit to stand,9,40,0,9,0,0,0,0,0,0,0
4
+ Stand to sit,12,0,23,20,0,0,0,0,0,0,0
5
+ Sitting,0,2,0,44,0,0,0,0,0,0,0
6
+ Stair up,10,0,0,0,2,0,0,0,0,0,0
7
+ Stair down,5,0,0,0,0,5,0,0,0,0,0
8
+ Ramp up,9,0,0,0,0,0,1,0,0,0,0
9
+ Ramp down,6,0,0,0,0,0,0,6,0,0,0
10
+ Grass walking,8,0,0,0,0,0,0,0,4,0,0
11
+ Uneven ground walking,10,0,0,0,0,0,0,0,0,2,0
12
+ Carry,18,0,0,0,0,0,0,0,0,0,7
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/best_model_metrics.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.8415637860082305,0.9879227053140096,0.9088888888888889,1242.0,1458,1242
3
+ Sit to stand,0.950920245398773,0.8707865168539326,0.9090909090909091,178.0,163,178
4
+ Stand to sit,0.9927007299270073,0.7157894736842105,0.8318042813455657,190.0,137,190
5
+ Sitting,0.8616600790513834,0.9775784753363229,0.9159663865546218,223.0,253,223
6
+ Stair up,1.0,0.7419354838709677,0.8518518518518519,155.0,115,155
7
+ Stair down,0.9879518072289156,0.8631578947368421,0.9213483146067416,95.0,83,95
8
+ Ramp up,1.0,0.8148148148148148,0.8979591836734694,162.0,132,162
9
+ Ramp down,0.9947089947089947,0.9353233830845771,0.9641025641025641,201.0,189,201
10
+ Grass walking,1.0,0.9405405405405406,0.9693593314763231,185.0,174,185
11
+ Uneven ground walking,1.0,0.7891566265060241,0.8821548821548821,166.0,131,166
12
+ Carry,0.9862174578866769,0.9319826338639653,0.9583333333333334,691.0,653,691
13
+ accuracy,0.9180045871559633,0.9180045871559633,0.9180045871559633,0.9180045871559633,0,0
14
+ macro avg,0.9650657363827254,0.8699080498732917,0.9100781751890138,3488.0,0,0
15
+ weighted avg,0.9284740697364513,0.9180045871559633,0.9173618548262839,3488.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/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,0.8849840255591054,0.9937219730941704,0.9362061681453316,1115.0,1252,1115
3
+ Sit to stand,0.9745762711864406,0.9583333333333334,0.9663865546218487,120.0,118,120
4
+ Stand to sit,0.9912280701754386,0.837037037037037,0.9076305220883534,135.0,114,135
5
+ Sitting,0.9666666666666667,0.9830508474576272,0.9747899159663865,177.0,180,177
6
+ Stair up,1.0,0.7902097902097902,0.8828125,143.0,113,143
7
+ Stair down,1.0,0.9058823529411765,0.9506172839506173,85.0,77,85
8
+ Ramp up,1.0,0.8618421052631579,0.9257950530035336,152.0,131,152
9
+ Ramp down,1.0,0.9629629629629629,0.9811320754716981,189.0,182,189
10
+ Grass walking,1.0,0.9826589595375722,0.9912536443148688,173.0,170,173
11
+ Uneven ground walking,1.0,0.8376623376623377,0.911660777385159,154.0,129,154
12
+ Carry,0.9906687402799378,0.9564564564564565,0.9732620320855615,666.0,643,666
13
+ accuracy,0.9485365069154069,0.9485365069154069,0.9485365069154069,0.9485365069154069,0,0
14
+ macro avg,0.9825567067152353,0.9154380141777838,0.9455951388212143,3109.0,0,0
15
+ weighted avg,0.9534922841881307,0.9485365069154069,0.9482723770195901,3109.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/best_model_metrics_transition.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.5776699029126213,0.937007874015748,0.7147147147147147,127.0,206,127
3
+ Sit to stand,0.8888888888888888,0.6896551724137931,0.7766990291262136,58.0,45,58
4
+ Stand to sit,1.0,0.41818181818181815,0.5897435897435898,55.0,23,55
5
+ Sitting,0.6027397260273972,0.9565217391304348,0.7394957983193278,46.0,73,46
6
+ Stair up,1.0,0.16666666666666666,0.2857142857142857,12.0,2,12
7
+ Stair down,0.8333333333333334,0.5,0.625,10.0,6,10
8
+ Ramp up,1.0,0.1,0.18181818181818182,10.0,1,10
9
+ Ramp down,0.8571428571428571,0.5,0.631578947368421,12.0,7,12
10
+ Grass walking,1.0,0.3333333333333333,0.5,12.0,4,12
11
+ Uneven ground walking,1.0,0.16666666666666666,0.2857142857142857,12.0,2,12
12
+ Carry,0.7,0.28,0.4,25.0,10,25
13
+ accuracy,0.6675461741424802,0.6675461741424802,0.6675461741424802,0.6675461741424802,0,0
14
+ macro avg,0.859979518936827,0.45891211549167826,0.5209526211380928,379.0,0,0
15
+ weighted avg,0.7645506813766922,0.6675461741424802,0.6352883605815868,379.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/metrics_report_steady_epoch_28.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.8849840255591054,0.9937219730941704,0.9362061681453316,1115.0,1252,1115
3
+ Sit to stand,0.9745762711864406,0.9583333333333334,0.9663865546218487,120.0,118,120
4
+ Stand to sit,0.9912280701754386,0.837037037037037,0.9076305220883534,135.0,114,135
5
+ Sitting,0.9666666666666667,0.9830508474576272,0.9747899159663865,177.0,180,177
6
+ Stair up,1.0,0.7902097902097902,0.8828125,143.0,113,143
7
+ Stair down,1.0,0.9058823529411765,0.9506172839506173,85.0,77,85
8
+ Ramp up,1.0,0.8618421052631579,0.9257950530035336,152.0,131,152
9
+ Ramp down,1.0,0.9629629629629629,0.9811320754716981,189.0,182,189
10
+ Grass walking,1.0,0.9826589595375722,0.9912536443148688,173.0,170,173
11
+ Uneven ground walking,1.0,0.8376623376623377,0.911660777385159,154.0,129,154
12
+ Carry,0.9906687402799378,0.9564564564564565,0.9732620320855615,666.0,643,666
13
+ accuracy,0.9485365069154069,0.9485365069154069,0.9485365069154069,0.9485365069154069,0,0
14
+ macro avg,0.9825567067152353,0.9154380141777838,0.9455951388212143,3109.0,0,0
15
+ weighted avg,0.9534922841881307,0.9485365069154069,0.9482723770195901,3109.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_0.1s/metrics_report_transition_epoch_28.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.5776699029126213,0.937007874015748,0.7147147147147147,127.0,206,127
3
+ Sit to stand,0.8888888888888888,0.6896551724137931,0.7766990291262136,58.0,45,58
4
+ Stand to sit,1.0,0.41818181818181815,0.5897435897435898,55.0,23,55
5
+ Sitting,0.6027397260273972,0.9565217391304348,0.7394957983193278,46.0,73,46
6
+ Stair up,1.0,0.16666666666666666,0.2857142857142857,12.0,2,12
7
+ Stair down,0.8333333333333334,0.5,0.625,10.0,6,10
8
+ Ramp up,1.0,0.1,0.18181818181818182,10.0,1,10
9
+ Ramp down,0.8571428571428571,0.5,0.631578947368421,12.0,7,12
10
+ Grass walking,1.0,0.3333333333333333,0.5,12.0,4,12
11
+ Uneven ground walking,1.0,0.16666666666666666,0.2857142857142857,12.0,2,12
12
+ Carry,0.7,0.28,0.4,25.0,10,25
13
+ accuracy,0.6675461741424802,0.6675461741424802,0.6675461741424802,0.6675461741424802,0,0
14
+ macro avg,0.859979518936827,0.45891211549167826,0.5209526211380928,379.0,0,0
15
+ weighted avg,0.7645506813766922,0.6675461741424802,0.6352883605815868,379.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/best_model_confusion_matrix_steady.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,1097,0,13,0,0,0,0,2,0,0,6
3
+ Sit to stand,19,83,0,16,0,0,0,0,0,0,0
4
+ Stand to sit,56,0,82,4,0,0,0,0,0,0,0
5
+ Sitting,2,76,0,94,0,0,0,0,0,0,0
6
+ Stair up,30,0,0,0,115,0,0,0,0,0,0
7
+ Stair down,11,0,0,0,0,75,0,0,0,0,0
8
+ Ramp up,13,0,0,0,0,0,138,0,0,0,0
9
+ Ramp down,10,0,0,0,0,0,0,176,0,0,0
10
+ Grass walking,11,0,0,0,0,0,0,0,164,0,0
11
+ Uneven ground walking,30,0,0,0,0,0,0,0,0,123,0
12
+ Carry,29,0,0,0,0,0,0,0,0,0,641
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/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,104,0,10,0,0,0,0,2,0,2,8
3
+ Sit to stand,22,25,4,6,0,0,0,0,0,0,0
4
+ Stand to sit,25,1,20,10,0,0,0,0,0,0,0
5
+ Sitting,3,10,4,24,0,0,0,0,0,0,0
6
+ Stair up,12,0,0,0,0,0,0,0,0,0,0
7
+ Stair down,10,0,0,0,0,0,0,0,0,0,0
8
+ Ramp up,9,0,0,0,0,0,1,0,0,0,0
9
+ Ramp down,5,0,0,0,0,0,0,7,0,0,0
10
+ Grass walking,9,0,0,0,0,0,0,0,3,0,0
11
+ Uneven ground walking,7,0,0,0,0,0,0,0,0,5,0
12
+ Carry,13,0,0,0,0,0,0,0,0,0,11
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/best_model_metrics.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.7865094957432875,0.9654340836012861,0.8668350775893179,1244.0,1527,1244
3
+ Sit to stand,0.5538461538461539,0.6171428571428571,0.5837837837837838,175.0,195,175
4
+ Stand to sit,0.7669172932330827,0.5151515151515151,0.6163141993957704,198.0,133,198
5
+ Sitting,0.7662337662337663,0.5539906103286385,0.6430517711171662,213.0,154,213
6
+ Stair up,1.0,0.732484076433121,0.8455882352941176,157.0,115,157
7
+ Stair down,1.0,0.78125,0.8771929824561403,96.0,75,96
8
+ Ramp up,1.0,0.8633540372670807,0.9266666666666666,161.0,139,161
9
+ Ramp down,0.9786096256684492,0.9242424242424242,0.9506493506493506,198.0,187,198
10
+ Grass walking,1.0,0.893048128342246,0.943502824858757,187.0,167,187
11
+ Uneven ground walking,0.9846153846153847,0.7757575757575758,0.8677966101694915,165.0,130,165
12
+ Carry,0.978978978978979,0.9394812680115274,0.9588235294117647,694.0,666,694
13
+ accuracy,0.856651376146789,0.856651376146789,0.856651376146789,0.856651376146789,0,0
14
+ macro avg,0.8923373362108276,0.7783033251162066,0.8254731846720297,3488.0,0,0
15
+ weighted avg,0.8678428789136962,0.856651376146789,0.854053904750224,3488.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/best_model_metrics_transition.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.4748858447488584,0.8253968253968254,0.6028985507246377,126.0,219,126
3
+ Sit to stand,0.6944444444444444,0.43859649122807015,0.5376344086021505,57.0,36,57
4
+ Stand to sit,0.5263157894736842,0.35714285714285715,0.425531914893617,56.0,38,56
5
+ Sitting,0.6,0.5853658536585366,0.5925925925925926,41.0,40,41
6
+ Stair up,0.0,0.0,0.0,12.0,0,12
7
+ Stair down,0.0,0.0,0.0,10.0,0,10
8
+ Ramp up,1.0,0.1,0.18181818181818182,10.0,1,10
9
+ Ramp down,0.7777777777777778,0.5833333333333334,0.6666666666666666,12.0,9,12
10
+ Grass walking,1.0,0.25,0.4,12.0,3,12
11
+ Uneven ground walking,0.7142857142857143,0.4166666666666667,0.5263157894736842,12.0,7,12
12
+ Carry,0.5789473684210527,0.4583333333333333,0.5116279069767442,24.0,19,24
13
+ accuracy,0.5376344086021505,0.5376344086021505,0.5376344086021505,0.5376344086021505,0,0
14
+ macro avg,0.5787869944683212,0.3649850327963293,0.4040987283407523,372.0,0,0
15
+ weighted avg,0.5572369159383952,0.5376344086021505,0.5052406001915959,372.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/metrics_report_epoch_28.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.7865094957432875,0.9654340836012861,0.8668350775893179,1244.0,1527,1244
3
+ Sit to stand,0.5538461538461539,0.6171428571428571,0.5837837837837838,175.0,195,175
4
+ Stand to sit,0.7669172932330827,0.5151515151515151,0.6163141993957704,198.0,133,198
5
+ Sitting,0.7662337662337663,0.5539906103286385,0.6430517711171662,213.0,154,213
6
+ Stair up,1.0,0.732484076433121,0.8455882352941176,157.0,115,157
7
+ Stair down,1.0,0.78125,0.8771929824561403,96.0,75,96
8
+ Ramp up,1.0,0.8633540372670807,0.9266666666666666,161.0,139,161
9
+ Ramp down,0.9786096256684492,0.9242424242424242,0.9506493506493506,198.0,187,198
10
+ Grass walking,1.0,0.893048128342246,0.943502824858757,187.0,167,187
11
+ Uneven ground walking,0.9846153846153847,0.7757575757575758,0.8677966101694915,165.0,130,165
12
+ Carry,0.978978978978979,0.9394812680115274,0.9588235294117647,694.0,666,694
13
+ accuracy,0.856651376146789,0.856651376146789,0.856651376146789,0.856651376146789,0,0
14
+ macro avg,0.8923373362108276,0.7783033251162066,0.8254731846720297,3488.0,0,0
15
+ weighted avg,0.8678428789136962,0.856651376146789,0.854053904750224,3488.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/metrics_report_steady_epoch_28.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.8386850152905199,0.981216457960644,0.9043693322341303,1118.0,1308,1118
3
+ Sit to stand,0.5220125786163522,0.7033898305084746,0.5992779783393501,118.0,159,118
4
+ Stand to sit,0.8631578947368421,0.5774647887323944,0.6919831223628692,142.0,95,142
5
+ Sitting,0.8245614035087719,0.5465116279069767,0.6573426573426573,172.0,114,172
6
+ Stair up,1.0,0.7931034482758621,0.8846153846153846,145.0,115,145
7
+ Stair down,1.0,0.872093023255814,0.9316770186335404,86.0,75,86
8
+ Ramp up,1.0,0.9139072847682119,0.9550173010380623,151.0,138,151
9
+ Ramp down,0.9887640449438202,0.946236559139785,0.967032967032967,186.0,178,186
10
+ Grass walking,1.0,0.9371428571428572,0.967551622418879,175.0,164,175
11
+ Uneven ground walking,1.0,0.803921568627451,0.8913043478260869,153.0,123,153
12
+ Carry,0.990726429675425,0.9567164179104478,0.973424449506454,670.0,647,670
13
+ accuracy,0.8947368421052632,0.8947368421052632,0.8947368421052632,0.8947368421052632,0,0
14
+ macro avg,0.9116279424337936,0.8210639876571744,0.8566905619409438,3116.0,0,0
15
+ weighted avg,0.9054355372496009,0.8947368421052632,0.8932859224412322,3116.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test/horizon_1.0s/metrics_report_transition_epoch_28.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.4748858447488584,0.8253968253968254,0.6028985507246377,126.0,219,126
3
+ Sit to stand,0.6944444444444444,0.43859649122807015,0.5376344086021505,57.0,36,57
4
+ Stand to sit,0.5263157894736842,0.35714285714285715,0.425531914893617,56.0,38,56
5
+ Sitting,0.6,0.5853658536585366,0.5925925925925926,41.0,40,41
6
+ Stair up,0.0,0.0,0.0,12.0,0,12
7
+ Stair down,0.0,0.0,0.0,10.0,0,10
8
+ Ramp up,1.0,0.1,0.18181818181818182,10.0,1,10
9
+ Ramp down,0.7777777777777778,0.5833333333333334,0.6666666666666666,12.0,9,12
10
+ Grass walking,1.0,0.25,0.4,12.0,3,12
11
+ Uneven ground walking,0.7142857142857143,0.4166666666666667,0.5263157894736842,12.0,7,12
12
+ Carry,0.5789473684210527,0.4583333333333333,0.5116279069767442,24.0,19,24
13
+ accuracy,0.5376344086021505,0.5376344086021505,0.5376344086021505,0.5376344086021505,0,0
14
+ macro avg,0.5787869944683212,0.3649850327963293,0.4040987283407523,372.0,0,0
15
+ weighted avg,0.5572369159383952,0.5376344086021505,0.5052406001915959,372.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test_inloop_backup/horizon_0.0s/best_model_confusion_matrix.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,1223,3,1,0,0,1,0,4,0,0,8
3
+ Sit to stand,12,153,0,10,0,0,0,0,0,0,0
4
+ Stand to sit,26,0,141,31,0,0,0,0,0,0,0
5
+ Sitting,0,6,0,211,0,0,0,0,0,0,0
6
+ Stair up,42,0,0,0,115,0,0,0,0,0,0
7
+ Stair down,15,0,0,0,0,81,0,0,0,0,0
8
+ Ramp up,32,0,0,0,0,0,129,0,0,0,0
9
+ Ramp down,10,0,0,0,0,0,0,188,0,0,0
10
+ Grass walking,12,0,0,0,0,0,0,0,175,0,0
11
+ Uneven ground walking,41,0,0,0,0,0,0,0,0,124,0
12
+ Carry,51,0,0,0,0,0,0,0,0,0,643
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test_inloop_backup/horizon_0.0s/best_model_confusion_matrix_steady.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,1108,0,0,0,0,0,0,1,0,0,5
3
+ Sit to stand,1,115,0,2,0,0,0,0,0,0,0
4
+ Stand to sit,17,0,120,5,0,0,0,0,0,0,0
5
+ Sitting,0,2,0,174,0,0,0,0,0,0,0
6
+ Stair up,32,0,0,0,113,0,0,0,0,0,0
7
+ Stair down,9,0,0,0,0,77,0,0,0,0,0
8
+ Ramp up,23,0,0,0,0,0,128,0,0,0,0
9
+ Ramp down,4,0,0,0,0,0,0,182,0,0,0
10
+ Grass walking,4,0,0,0,0,0,0,0,171,0,0
11
+ Uneven ground walking,31,0,0,0,0,0,0,0,0,122,0
12
+ Carry,35,0,0,0,0,0,0,0,0,0,635
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test_inloop_backup/horizon_0.0s/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,115,3,1,0,0,1,0,3,0,0,3
3
+ Sit to stand,11,38,0,8,0,0,0,0,0,0,0
4
+ Stand to sit,9,0,21,26,0,0,0,0,0,0,0
5
+ Sitting,0,4,0,37,0,0,0,0,0,0,0
6
+ Stair up,10,0,0,0,2,0,0,0,0,0,0
7
+ Stair down,6,0,0,0,0,4,0,0,0,0,0
8
+ Ramp up,9,0,0,0,0,0,1,0,0,0,0
9
+ Ramp down,6,0,0,0,0,0,0,6,0,0,0
10
+ Grass walking,8,0,0,0,0,0,0,0,4,0,0
11
+ Uneven ground walking,10,0,0,0,0,0,0,0,0,2,0
12
+ Carry,16,0,0,0,0,0,0,0,0,0,8
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test_inloop_backup/horizon_0.0s/best_model_metrics.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ class,precision,recall,f1-score,support,total_predicted,total_ground_truth
2
+ Level ground walking,0.8353825136612022,0.9862903225806452,0.9045857988165681,1240.0,1464,1240
3
+ Sit to stand,0.9444444444444444,0.8742857142857143,0.9080118694362018,175.0,162,175
4
+ Stand to sit,0.9929577464788732,0.7121212121212122,0.8294117647058824,198.0,142,198
5
+ Sitting,0.8373015873015873,0.9723502304147466,0.8997867803837953,217.0,252,217
6
+ Stair up,1.0,0.732484076433121,0.8455882352941176,157.0,115,157
7
+ Stair down,0.9878048780487805,0.84375,0.9101123595505618,96.0,82,96
8
+ Ramp up,1.0,0.8012422360248447,0.8896551724137931,161.0,129,161
9
+ Ramp down,0.9791666666666666,0.9494949494949495,0.9641025641025641,198.0,192,198
10
+ Grass walking,1.0,0.9358288770053476,0.9668508287292817,187.0,175,187
11
+ Uneven ground walking,1.0,0.7515151515151515,0.8581314878892734,165.0,124,165
12
+ Carry,0.9877112135176651,0.9265129682997119,0.9561338289962825,694.0,651,694
13
+ accuracy,0.9125573394495413,0.9125573394495413,0.9125573394495413,0.9125573394495413,0,0
14
+ macro avg,0.9604335500108381,0.8623523398341313,0.9029427900289384,3488.0,0,0
15
+ weighted avg,0.924205281949218,0.9125573394495413,0.9117747523352673,3488.0,0,0
loso/revalexo/x3d_xs_dcl_fusion_concat_ln_loso/20260419_220619/subject_Subject08/20260526_010429_RevalExoDataset_raw_imu-video_FusionModel-DeepConvLSTM-X3D_Video/test_inloop_backup/horizon_0.0s/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,0.8765822784810127,0.9946140035906643,0.9318755256518082,1114.0,1264,1114
3
+ Sit to stand,0.9829059829059829,0.9745762711864406,0.9787234042553191,118.0,117,118
4
+ Stand to sit,1.0,0.8450704225352113,0.916030534351145,142.0,120,142
5
+ Sitting,0.9613259668508287,0.9886363636363636,0.9747899159663865,176.0,181,176
6
+ Stair up,1.0,0.7793103448275862,0.875968992248062,145.0,113,145
7
+ Stair down,1.0,0.8953488372093024,0.9447852760736196,86.0,77,86
8
+ Ramp up,1.0,0.847682119205298,0.9175627240143369,151.0,128,151
9
+ Ramp down,0.994535519125683,0.978494623655914,0.986449864498645,186.0,183,186
10
+ Grass walking,1.0,0.9771428571428571,0.9884393063583815,175.0,171,175
11
+ Uneven ground walking,1.0,0.7973856209150327,0.8872727272727273,153.0,122,153
12
+ Carry,0.9921875,0.9477611940298507,0.9694656488549618,670.0,640,670
13
+ accuracy,0.9451219512195121,0.9451219512195121,0.9451219512195121,0.9451219512195121,0,0
14
+ macro avg,0.9825033861239553,0.9114566052667747,0.9428512654132176,3116.0,0,0
15
+ weighted avg,0.9510392060121556,0.9451219512195121,0.9447395162790984,3116.0,0,0