Prediction of 👍Thumb, ☝️Forefinger, ✋Open palm, ✊Fist with B-mode Ultrasound of Forearm

Predict the probability of 👍Thumb, ☝️Forefinger, ✋Open palm, ✊Fist with B-mode ultrasound of distal forearm. Simply fill the fields and press the predict button.

Performance and Training Settings:

Test Accuracy: 1

Test Loss: 0.006746723782271147

Precision: 1

Recall: 1

F1 Score: 1

AUC: 1

Per Class Precision: 1,1,1,1

Per Class Recall: 1,1,1,1

Per Class F1 Score: 1,1,1,1

Per Class AUC: 1,1,1,1

Validation Accuracy: 1

Validation Loss: 0.008771825581789017

Training Accuracy: 1

Training Loss: 0.004975588992238045

Class Counts (n): 100, 100, 100, 100

Outcome: 👍Thumb, ☝️Forefinger, ✋Open palm, ✊Fist

Number of Epochs: 32

Initial Learning Rate: 0.001

Batch Size: 16

Prediction of 👍Thumb, ☝️Forefinger, ✋Open palm, ✊Fist with B-mode Ultrasound of Forearm

Author: eriho

Email: info@mlhs.ink

Deployment Date: 2025-03-11 09:15:48

References:

Performance and Training Settings:

Test Accuracy: 1

Test Loss: 0.006746723782271147

Precision: 1

Recall: 1

F1 Score: 1

AUC: 1

Per Class Precision: 1,1,1,1

Per Class Recall: 1,1,1,1

Per Class F1 Score: 1,1,1,1

Per Class AUC: 1,1,1,1

Validation Accuracy: 1

Validation Loss: 0.008771825581789017

Training Accuracy: 1

Training Loss: 0.004975588992238045

Class Counts (n): 100, 100, 100, 100

Outcome: 👍Thumb, ☝️Forefinger, ✋Open palm, ✊Fist

Number of Epochs: 32

Initial Learning Rate: 0.001

Batch Size: 16

Confusion Matrix:

Training and Validation Logs:

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