Table 1 Categorization of the data for training, validation and testing purposes.
81 Patients (250 Tremor Assessments) | ||
20% Test Data (16 subjects) | 20% Validation Data (16 subjects) | 60% Training Data (49 subjects) |
• Static tremor was used for quantitative evaluation | • Static tremor was used for validation of the model | • Static tremor was used for training the network |
• The action tremor of the three sets was employed to qualitatively monitor the performance of the network. | ||
