| { |
| "READY": true, |
| "name": "Parkinson_Speech", |
| "task": "binary", |
| "num_classes": 2, |
| "cat_idx": [], |
| "num_samples": 1040, |
| "num_features": 26, |
| "imbalance_ratio": 1.0, |
| "description": "The PD database consists of training and test files. The training data belongs to 20 PWP (6 female, 14 male) and 20 healthy individuals (10 female, 10 male) who appealed at the Department of Neurology in Cerrahpasa Faculty of Medicine, Istanbul University. From all subjects, multiple types of sound recordings (26 voice samples including sustained vowels, numbers, words and short sentences) are taken. A group of 26 linear and time-frequency based features are extracted from each voice sample. This dataset uses only the train_data.txt file as the test data contains only positive Parkinson patients and is more like a 'clinical' test set.", |
| "source": "Parkinson's Speech with Multiple Types of Sound Recordings dataset in UC Irvine ML repository, at https://archive.ics.uci.edu/dataset/301/c+speech+dataset+with+multiple+types+of+sound+recordings", |
| "label": "clinical & healthcare", |
| "sub_labels": [ |
| "Speech Features" |
| ] |
| } |
