Human Activity Recognition on UCI HAR (5-fold cross-validation)
98.5AccuracySTM
Evaluation results
| Method | Links | |
|---|---|---|
| STMvalidation=5-fold stratified cross-validation2026.01 | 98.5 | |
| Logistic Regressionvalidation=5-fold stratified cross-validation, solver=lbfgs, C=12026.01 | 98.1 | |
| SVMvalidation=5-fold stratified cross-validation, kernel=linear, C=100, gamma=scale2026.01 | 98.1 | |
| Random Forestvalidation=5-fold stratified cross-validation, n_estimators=100, max_depth=None, min_samples_leaf=4, min_samples_split=2, bootstrap=true2026.01 | 96.19 |