source_id string | colour string | flat_width_in float64 | flat_height_in float64 | openings int64 | fasteners int64 | waist_up int64 | parent_id string | augmentation string | is_augmented bool | second_parent_id string | mix_weight float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|
g04__category_03 | white | 34 | 26.5 | 4 | 0 | 1 | g04 | categorical_perturbation | true | g04 | 1 |
g24__mixup_04 | grey | 50.55 | 22.25 | 3 | 0 | 1 | g24 | within_class_mixup | true | g22 | 0.829453 |
g15__mixup_04 | tan | 24.59 | 38.34 | 7 | 4 | 0 | g15 | within_class_mixup | true | g01 | 0.884149 |
g05__additive_01 | grey | 0.5 | 7.96 | 1 | 0 | 0 | g05 | additive_numeric_jitter | true | g05 | 1 |
g04__additive_03 | tan | 40.04 | 28.37 | 2 | 1 | 1 | g04 | additive_numeric_jitter | true | g04 | 1 |
g18__scale_02 | green | 63.28 | 42.23 | 9 | 10 | 1 | g18 | multiplicative_numeric_scale | true | g18 | 1 |
g13__scale_05 | blue | 22.08 | 42.72 | 7 | 2 | 0 | g13 | multiplicative_numeric_scale | true | g13 | 1 |
g25__category_02 | blue | 4 | 8.5 | 2 | 0 | 0 | g25 | categorical_perturbation | true | g25 | 1 |
g24__additive_02 | grey | 74.7 | 29.82 | 4 | 1 | 1 | g24 | additive_numeric_jitter | true | g24 | 1 |
g10__additive_03 | grey | 20.57 | 19.45 | 7 | 0 | 0 | g10 | additive_numeric_jitter | true | g10 | 1 |
g05__scale_03 | grey | 2.92 | 7.29 | 1 | 0 | 0 | g05 | multiplicative_numeric_scale | true | g05 | 1 |
g21__scale_04 | black | 3.92 | 3.14 | 1 | 0 | 1 | g21 | multiplicative_numeric_scale | true | g21 | 1 |
g21__additive_04 | black | 6.79 | 8.05 | 1 | 0 | 1 | g21 | additive_numeric_jitter | true | g21 | 1 |
g19__category_01 | multi | 6 | 12 | 1 | 1 | 1 | g19 | categorical_perturbation | true | g19 | 1 |
g18__additive_04 | green | 74.24 | 35.64 | 8 | 9 | 1 | g18 | additive_numeric_jitter | true | g18 | 1 |
g03__mixup_04 | multi | 24.57 | 25.57 | 3 | 2 | 1 | g03 | within_class_mixup | true | g19 | 0.714276 |
g27__additive_05 | multi | 15.55 | 16.59 | 5 | 1 | 0 | g27 | additive_numeric_jitter | true | g27 | 1 |
g02__category_03 | grey | 32 | 31 | 4 | 2 | 1 | g02 | categorical_perturbation | true | g02 | 1 |
g17 | multi | 53.5 | 34 | 6 | 10 | 1 | g17 | none | false | g17 | 1 |
g15__additive_02 | tan | 29.28 | 45.52 | 8 | 4 | 0 | g15 | additive_numeric_jitter | true | g15 | 1 |
g05__additive_05 | grey | 7.61 | 13.99 | 1 | 0 | 0 | g05 | additive_numeric_jitter | true | g05 | 1 |
g21__scale_03 | black | 3.44 | 2.94 | 1 | 0 | 1 | g21 | multiplicative_numeric_scale | true | g21 | 1 |
g29__mixup_04 | black | 3.18 | 8 | 1 | 0 | 0 | g29 | within_class_mixup | true | g05 | 0.884179 |
g16__scale_03 | white | 5.24 | 13.87 | 1 | 0 | 0 | g16 | multiplicative_numeric_scale | true | g16 | 1 |
g04__additive_01 | tan | 41.58 | 27.14 | 2 | 0 | 1 | g04 | additive_numeric_jitter | true | g04 | 1 |
g18__scale_05 | green | 72.55 | 43.41 | 10 | 9 | 1 | g18 | multiplicative_numeric_scale | true | g18 | 1 |
g15__additive_01 | tan | 27.15 | 38.66 | 6 | 4 | 0 | g15 | additive_numeric_jitter | true | g15 | 1 |
g19__additive_01 | black | 4.98 | 6.48 | 1 | 0 | 1 | g19 | additive_numeric_jitter | true | g19 | 1 |
g13__category_01 | multi | 21.2 | 39.5 | 7 | 2 | 0 | g13 | categorical_perturbation | true | g13 | 1 |
g05 | grey | 3 | 8 | 1 | 0 | 0 | g05 | none | false | g05 | 1 |
g23__additive_04 | black | 12.16 | 25.37 | 4 | 1 | 1 | g23 | additive_numeric_jitter | true | g23 | 1 |
g05__mixup_05 | grey | 3.17 | 8.09 | 1 | 0 | 0 | g05 | within_class_mixup | true | g25 | 0.827441 |
g19__category_05 | grey | 6 | 12 | 1 | 1 | 1 | g19 | categorical_perturbation | true | g19 | 1 |
g29__mixup_05 | black | 3.28 | 8.05 | 1 | 0 | 0 | g29 | within_class_mixup | true | g25 | 0.895913 |
g07__mixup_05 | green | 31.58 | 28.97 | 5 | 0 | 1 | g07 | within_class_mixup | true | g03 | 0.844295 |
g17__category_01 | green | 53.5 | 34 | 6 | 10 | 1 | g17 | categorical_perturbation | true | g17 | 1 |
g21__additive_01 | black | 5.35 | 4.55 | 1 | 0 | 1 | g21 | additive_numeric_jitter | true | g21 | 1 |
g02__scale_02 | white | 29.49 | 28.13 | 4 | 2 | 1 | g02 | multiplicative_numeric_scale | true | g02 | 1 |
g16__additive_03 | white | 0.5 | 15.68 | 1 | 1 | 0 | g16 | additive_numeric_jitter | true | g16 | 1 |
g04 | tan | 34 | 26.5 | 4 | 0 | 1 | g04 | none | false | g04 | 1 |
g29__mixup_03 | black | 3.84 | 10.5 | 1 | 0 | 0 | g29 | within_class_mixup | true | g16 | 0.642917 |
g19__mixup_03 | black | 6.18 | 10.58 | 1 | 1 | 1 | g19 | within_class_mixup | true | g22 | 0.822914 |
g16__category_01 | grey | 5 | 15 | 1 | 0 | 0 | g16 | categorical_perturbation | true | g16 | 1 |
g18 | green | 68 | 41.2 | 9 | 10 | 1 | g18 | none | false | g18 | 1 |
g15__scale_01 | tan | 25.79 | 39.9 | 7 | 4 | 0 | g15 | multiplicative_numeric_scale | true | g15 | 1 |
g13__mixup_01 | blue | 21.62 | 39.67 | 7 | 2 | 0 | g13 | within_class_mixup | true | g15 | 0.883566 |
g11__scale_03 | black | 21.92 | 20.73 | 5 | 0 | 0 | g11 | multiplicative_numeric_scale | true | g11 | 1 |
g02__scale_01 | white | 34.05 | 33.05 | 4 | 2 | 1 | g02 | multiplicative_numeric_scale | true | g02 | 1 |
g11__category_01 | grey | 21.75 | 19.25 | 5 | 0 | 0 | g11 | categorical_perturbation | true | g11 | 1 |
g19__scale_01 | black | 6.3 | 11.68 | 1 | 1 | 1 | g19 | multiplicative_numeric_scale | true | g19 | 1 |
g24__scale_02 | grey | 56.72 | 26.28 | 4 | 0 | 1 | g24 | multiplicative_numeric_scale | true | g24 | 1 |
g25__scale_01 | black | 4.29 | 8.7 | 2 | 0 | 0 | g25 | multiplicative_numeric_scale | true | g25 | 1 |
g29__additive_02 | black | 0.69 | 2.79 | 1 | 0 | 0 | g29 | additive_numeric_jitter | true | g29 | 1 |
g02__additive_04 | white | 32.83 | 30.73 | 5 | 2 | 1 | g02 | additive_numeric_jitter | true | g02 | 1 |
g03__additive_01 | multi | 38.42 | 35.56 | 4 | 2 | 1 | g03 | additive_numeric_jitter | true | g03 | 1 |
g24__mixup_02 | grey | 42.6 | 21.58 | 3 | 0 | 1 | g24 | within_class_mixup | true | g19 | 0.684076 |
g24__mixup_03 | grey | 60.56 | 27.89 | 5 | 1 | 1 | g24 | within_class_mixup | true | g18 | 0.875708 |
g24__category_05 | blue | 59.5 | 26 | 4 | 0 | 1 | g24 | categorical_perturbation | true | g24 | 1 |
g04__scale_03 | tan | 32.08 | 24.97 | 4 | 0 | 1 | g04 | multiplicative_numeric_scale | true | g04 | 1 |
g18__category_01 | white | 68 | 41.2 | 9 | 10 | 1 | g18 | categorical_perturbation | true | g18 | 1 |
g25__additive_01 | black | 7.53 | 5.2 | 4 | 0 | 0 | g25 | additive_numeric_jitter | true | g25 | 1 |
g07__additive_03 | green | 36.96 | 28.47 | 4 | 0 | 1 | g07 | additive_numeric_jitter | true | g07 | 1 |
g19__additive_03 | black | 5.66 | 15.72 | 3 | 1 | 1 | g19 | additive_numeric_jitter | true | g19 | 1 |
g11__scale_02 | black | 23.03 | 18.9 | 5 | 0 | 0 | g11 | multiplicative_numeric_scale | true | g11 | 1 |
g21__category_04 | blue | 3.7 | 3 | 1 | 0 | 1 | g21 | categorical_perturbation | true | g21 | 1 |
g19__additive_05 | black | 3.08 | 16.66 | 2 | 2 | 1 | g19 | additive_numeric_jitter | true | g19 | 1 |
g10__additive_05 | grey | 20.14 | 18.32 | 5 | 1 | 0 | g10 | additive_numeric_jitter | true | g10 | 1 |
g04__category_01 | green | 34 | 26.5 | 4 | 0 | 1 | g04 | categorical_perturbation | true | g04 | 1 |
g03__additive_03 | multi | 40.75 | 33.77 | 4 | 2 | 1 | g03 | additive_numeric_jitter | true | g03 | 1 |
g16__scale_02 | white | 4.75 | 13.81 | 1 | 0 | 0 | g16 | multiplicative_numeric_scale | true | g16 | 1 |
g02__mixup_05 | white | 29.23 | 29.93 | 4 | 2 | 1 | g02 | within_class_mixup | true | g23 | 0.835046 |
g16__scale_01 | white | 4.83 | 15.13 | 1 | 0 | 0 | g16 | multiplicative_numeric_scale | true | g16 | 1 |
g01__mixup_02 | black | 24.3 | 18.32 | 4 | 0 | 0 | g01 | within_class_mixup | true | g10 | 0.675758 |
g27__mixup_05 | multi | 21.06 | 22.18 | 5 | 1 | 0 | g27 | within_class_mixup | true | g13 | 0.679218 |
g04__scale_01 | tan | 33.44 | 28.6 | 4 | 0 | 1 | g04 | multiplicative_numeric_scale | true | g04 | 1 |
g10__mixup_03 | grey | 26.45 | 19.03 | 5 | 0 | 0 | g10 | within_class_mixup | true | g11 | 0.895795 |
g02__mixup_03 | white | 21.01 | 20.12 | 3 | 1 | 1 | g02 | within_class_mixup | true | g21 | 0.611602 |
g15__additive_04 | tan | 25.94 | 41.21 | 6 | 4 | 0 | g15 | additive_numeric_jitter | true | g15 | 1 |
g22__scale_02 | white | 7.15 | 3.72 | 1 | 1 | 1 | g22 | multiplicative_numeric_scale | true | g22 | 1 |
g27__category_01 | blue | 21 | 14 | 4 | 1 | 0 | g27 | categorical_perturbation | true | g27 | 1 |
g25__additive_02 | black | 16.92 | 9.3 | 1 | 0 | 0 | g25 | additive_numeric_jitter | true | g25 | 1 |
g19__additive_04 | black | 13.17 | 11.3 | 1 | 1 | 1 | g19 | additive_numeric_jitter | true | g19 | 1 |
g27__mixup_02 | multi | 21.61 | 15.22 | 4 | 1 | 0 | g27 | within_class_mixup | true | g01 | 0.695301 |
g21__category_03 | grey | 3.7 | 3 | 1 | 0 | 1 | g21 | categorical_perturbation | true | g21 | 1 |
g29__category_03 | grey | 3.2 | 8 | 1 | 0 | 0 | g29 | categorical_perturbation | true | g29 | 1 |
g16__mixup_02 | white | 9.01 | 15.73 | 2 | 0 | 0 | g16 | within_class_mixup | true | g10 | 0.817717 |
g16__additive_05 | white | 4.37 | 18.54 | 3 | 0 | 0 | g16 | additive_numeric_jitter | true | g16 | 1 |
g10__scale_05 | grey | 28.37 | 19.56 | 5 | 0 | 0 | g10 | multiplicative_numeric_scale | true | g10 | 1 |
g18__mixup_05 | green | 66.5 | 38.52 | 8 | 8 | 1 | g18 | within_class_mixup | true | g24 | 0.82375 |
g01__category_04 | green | 23 | 18 | 3 | 0 | 0 | g01 | categorical_perturbation | true | g01 | 1 |
g01__scale_03 | black | 22.13 | 17.53 | 3 | 0 | 0 | g01 | multiplicative_numeric_scale | true | g01 | 1 |
g04__additive_02 | tan | 22.21 | 31.97 | 3 | 1 | 1 | g04 | additive_numeric_jitter | true | g04 | 1 |
g17__category_04 | tan | 53.5 | 34 | 6 | 10 | 1 | g17 | categorical_perturbation | true | g17 | 1 |
g25 | black | 4 | 8.5 | 2 | 0 | 0 | g25 | none | false | g25 | 1 |
g23__category_03 | green | 15.2 | 24.5 | 4 | 0 | 1 | g23 | categorical_perturbation | true | g23 | 1 |
g15__mixup_03 | tan | 23.79 | 33.83 | 6 | 3 | 0 | g15 | within_class_mixup | true | g27 | 0.73451 |
g23__additive_03 | black | 19.41 | 26.73 | 3 | 0 | 1 | g23 | additive_numeric_jitter | true | g23 | 1 |
g15__category_04 | grey | 24.8 | 41 | 7 | 4 | 0 | g15 | categorical_perturbation | true | g15 | 1 |
g16__category_03 | blue | 5 | 15 | 1 | 0 | 0 | g16 | categorical_perturbation | true | g16 | 1 |
g25__additive_04 | black | 5.38 | 3.41 | 4 | 0 | 0 | g25 | additive_numeric_jitter | true | g25 | 1 |
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