Experiments

Binary classification (Lab)

Hyperparameters

1. Timesteps = 192
2. Overlap = 38

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Accuracy = 80%

Binary classification (RealWorld)

Hyperparameters

1. Timesteps = 150
2. Overlap = 30

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Accuracy = 100%

Multiclass classification (Lab)

Hyperparameters

1. Timesteps = 192
2. Overlap = 38

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Accuracy = 33%

Submission Misc

Formatting the submission file https://www.kaggle.com/competitions/tlvmc-parkinsons-freezing-gait-prediction/discussion/398720

Datasets

Link to datasets

1. https://www.kaggle.com/datasets/danikiy/defog-binary
2. https://www.kaggle.com/datasets/danikiy/tdcsfog-multiclass
3. https://www.kaggle.com/datasets/danikiy/tcdsfog-binary