Datasets:
| [ | |
| { | |
| "method": "Majority", | |
| "test_participants": 126, | |
| "accuracy": 0.4921, | |
| "macro_f1": 0.1649, | |
| "ordinal_mae": 0.5317, | |
| "qwk": 0.0, | |
| "within_one": 0.9762, | |
| "elevated_recall": 0.0 | |
| }, | |
| { | |
| "method": "TF-IDF", | |
| "test_participants": 126, | |
| "accuracy": 0.619, | |
| "macro_f1": 0.3307, | |
| "ordinal_mae": 0.4206, | |
| "qwk": 0.284, | |
| "within_one": 0.9683, | |
| "elevated_recall": 0.0 | |
| }, | |
| { | |
| "method": "Logistic", | |
| "test_participants": 126, | |
| "accuracy": 0.4683, | |
| "macro_f1": 0.4, | |
| "ordinal_mae": 0.746, | |
| "qwk": 0.3384, | |
| "within_one": 0.8095, | |
| "elevated_recall": 0.6296 | |
| }, | |
| { | |
| "method": "Boosted stumps", | |
| "test_participants": 126, | |
| "accuracy": 0.6349, | |
| "macro_f1": 0.3477, | |
| "ordinal_mae": 0.4206, | |
| "qwk": 0.2876, | |
| "within_one": 0.9603, | |
| "elevated_recall": 0.0 | |
| }, | |
| { | |
| "method": "Positional-W", | |
| "test_participants": 126, | |
| "accuracy": 0.5079, | |
| "macro_f1": 0.3826, | |
| "ordinal_mae": 0.6349, | |
| "qwk": 0.3001, | |
| "within_one": 0.873, | |
| "elevated_recall": 0.4074 | |
| } | |
| ] | |