| --- |
| dataset_info: |
| features: |
| - name: user_id |
| dtype: string |
| - name: session_id |
| dtype: string |
| - name: window_id |
| dtype: int64 |
| - name: window_start_ms |
| dtype: int64 |
| - name: window_end_ms |
| dtype: int64 |
| - name: timestamp_utc |
| dtype: string |
| - name: acc_x_mean |
| dtype: float64 |
| - name: acc_y_mean |
| dtype: float64 |
| - name: acc_z_mean |
| dtype: float64 |
| - name: gyro_x_mean |
| dtype: float64 |
| - name: gyro_y_mean |
| dtype: float64 |
| - name: gyro_z_mean |
| dtype: float64 |
| - name: linacc_x_mean |
| dtype: float64 |
| - name: linacc_y_mean |
| dtype: float64 |
| - name: linacc_z_mean |
| dtype: float64 |
| - name: gravity_x_mean |
| dtype: float64 |
| - name: gravity_y_mean |
| dtype: float64 |
| - name: gravity_z_mean |
| dtype: float64 |
| - name: acc_x_std |
| dtype: float64 |
| - name: acc_y_std |
| dtype: float64 |
| - name: acc_z_std |
| dtype: float64 |
| - name: gyro_x_std |
| dtype: float64 |
| - name: gyro_y_std |
| dtype: float64 |
| - name: gyro_z_std |
| dtype: float64 |
| - name: rms_acc |
| dtype: float64 |
| - name: rms_gyro |
| dtype: float64 |
| - name: mean_freq_acc |
| dtype: float64 |
| - name: mean_freq_gyro |
| dtype: float64 |
| - name: entropy_acc |
| dtype: float64 |
| - name: entropy_gyro |
| dtype: float64 |
| - name: jerk_mean |
| dtype: float64 |
| - name: jerk_std |
| dtype: float64 |
| - name: stability_index |
| dtype: float64 |
| - name: rms_base |
| dtype: float64 |
| - name: freq_base |
| dtype: float64 |
| - name: user_emb |
| list: float64 |
| - name: fatigue_prev |
| dtype: float64 |
| - name: fatigue |
| dtype: float64 |
| - name: fatigue_level |
| dtype: int64 |
| - name: quality_flag |
| dtype: int64 |
| - name: window_size_ms |
| dtype: int64 |
| - name: overlap_rate |
| dtype: float64 |
| splits: |
| - name: android_SP1A.210812.016 |
| num_bytes: 23062 |
| num_examples: 58 |
| - name: ios_D7ED673185E248BD9DC1102E881E9111 |
| num_bytes: 109040 |
| num_examples: 268 |
| - name: augmented_user_001 |
| num_bytes: 192420 |
| num_examples: 500 |
| - name: augmented_user_002 |
| num_bytes: 193284 |
| num_examples: 500 |
| - name: augmented_user_003 |
| num_bytes: 238500 |
| num_examples: 500 |
| - name: augmented_user_004 |
| num_bytes: 238500 |
| num_examples: 500 |
| - name: augmented_user_005 |
| num_bytes: 194340 |
| num_examples: 500 |
| - name: augmented_user_006 |
| num_bytes: 194340 |
| num_examples: 500 |
| - name: augmented_user_007 |
| num_bytes: 238500 |
| num_examples: 500 |
| - name: augmented_user_008 |
| num_bytes: 193380 |
| num_examples: 500 |
| - name: augmented_user_009 |
| num_bytes: 238500 |
| num_examples: 500 |
| - name: augmented_user_010 |
| num_bytes: 192996 |
| num_examples: 500 |
| - name: augmented_user_011 |
| num_bytes: 194436 |
| num_examples: 500 |
| - name: augmented_user_012 |
| num_bytes: 193956 |
| num_examples: 500 |
| - name: augmented_user_013 |
| num_bytes: 193860 |
| num_examples: 500 |
| - name: augmented_user_014 |
| num_bytes: 192804 |
| num_examples: 500 |
| - name: augmented_user_015 |
| num_bytes: 194436 |
| num_examples: 500 |
| - name: augmented_user_016 |
| num_bytes: 238500 |
| num_examples: 500 |
| - name: augmented_user_017 |
| num_bytes: 192996 |
| num_examples: 500 |
| - name: augmented_user_018 |
| num_bytes: 194052 |
| num_examples: 500 |
| - name: augmented_user_019 |
| num_bytes: 238500 |
| num_examples: 500 |
| - name: augmented_user_020 |
| num_bytes: 194340 |
| num_examples: 500 |
| - name: ios_B31810756CB34E28ADD1A306D8BAFAFE |
| num_bytes: 9249 |
| num_examples: 21 |
| - name: android_TP1A.220624.014 |
| num_bytes: 5755 |
| num_examples: 13 |
| - name: ios_615391DFD49543A88F9AE0AAE511DF32 |
| num_bytes: 7232 |
| num_examples: 16 |
| - name: ios_33843D8628724749B82F8307E25A8B3E |
| num_bytes: 6828 |
| num_examples: 15 |
| download_size: 2358629 |
| dataset_size: 4303806 |
| configs: |
| - config_name: default |
| data_files: |
| - split: android_SP1A.210812.016 |
| path: data/android_SP1A.210812.016-* |
| - split: ios_D7ED673185E248BD9DC1102E881E9111 |
| path: data/ios_D7ED673185E248BD9DC1102E881E9111-* |
| - split: augmented_user_001 |
| path: data/augmented_user_001-* |
| - split: augmented_user_002 |
| path: data/augmented_user_002-* |
| - split: augmented_user_003 |
| path: data/augmented_user_003-* |
| - split: augmented_user_004 |
| path: data/augmented_user_004-* |
| - split: augmented_user_005 |
| path: data/augmented_user_005-* |
| - split: augmented_user_006 |
| path: data/augmented_user_006-* |
| - split: augmented_user_007 |
| path: data/augmented_user_007-* |
| - split: augmented_user_008 |
| path: data/augmented_user_008-* |
| - split: augmented_user_009 |
| path: data/augmented_user_009-* |
| - split: augmented_user_010 |
| path: data/augmented_user_010-* |
| - split: augmented_user_011 |
| path: data/augmented_user_011-* |
| - split: augmented_user_012 |
| path: data/augmented_user_012-* |
| - split: augmented_user_013 |
| path: data/augmented_user_013-* |
| - split: augmented_user_014 |
| path: data/augmented_user_014-* |
| - split: augmented_user_015 |
| path: data/augmented_user_015-* |
| - split: augmented_user_016 |
| path: data/augmented_user_016-* |
| - split: augmented_user_017 |
| path: data/augmented_user_017-* |
| - split: augmented_user_018 |
| path: data/augmented_user_018-* |
| - split: augmented_user_019 |
| path: data/augmented_user_019-* |
| - split: augmented_user_020 |
| path: data/augmented_user_020-* |
| - split: ios_B31810756CB34E28ADD1A306D8BAFAFE |
| path: data/ios_B31810756CB34E28ADD1A306D8BAFAFE-* |
| - split: android_TP1A.220624.014 |
| path: data/android_TP1A.220624.014-* |
| - split: ios_615391DFD49543A88F9AE0AAE511DF32 |
| path: data/ios_615391DFD49543A88F9AE0AAE511DF32-* |
| - split: ios_33843D8628724749B82F8307E25A8B3E |
| path: data/ios_33843D8628724749B82F8307E25A8B3E-* |
| --- |
| |