[ { "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 } ]