EducationalTestingService · desilinguist · Jan 19, 2023 · Jan 19, 2023 · Jan 19, 2023 · Jan 19, 2023
diff --git a/requirements.txt b/requirements.txt
@@ -11,7 +11,7 @@ pandas
 parameterized
 pre-commit
 seaborn
-skll==3.1.0
+skll==3.2.0
 sphinx<6.0
 sphinx_rtd_theme
 statsmodels

diff --git a/rsmtool/modeler.py b/rsmtool/modeler.py
@@ -192,7 +192,7 @@ def skll_learner_params_to_dataframe(learner):
         # get the intercept, coefficients, and feature names
         intercept = learner.model.intercept_
         coefficients = learner.model.coef_
-        feature_names = learner.feat_vectorizer.get_feature_names()
+        feature_names = learner.feat_vectorizer.get_feature_names_out()
 
         # first create a sorted data frame for all the non-intercept features
         df_non_intercept = pd.DataFrame({"feature": feature_names, "coefficient": coefficients})

diff --git a/...ic-regression-predict-expected-scores/existing_experiment/output/LogisticRegression.model b/...ic-regression-predict-expected-scores/existing_experiment/output/LogisticRegression.model
diff --git a/...periments/logistic-regression-predict/existing_experiment/output/LogisticRegression.model b/...periments/logistic-regression-predict/existing_experiment/output/LogisticRegression.model
diff --git a/tests/data/experiments/lr-predict-dict/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-dict/existing_experiment/output/lr.model
diff --git a/.../experiments/lr-predict-expected-scores-builtin-model/existing_experiment/output/lr.model b/.../experiments/lr-predict-expected-scores-builtin-model/existing_experiment/output/lr.model
diff --git a/...s/data/experiments/lr-predict-illegal-transformations/existing_experiment/output/lr.model b/...s/data/experiments/lr-predict-illegal-transformations/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-jsonlines-input-files/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-jsonlines-input-files/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-missing-columns/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-missing-columns/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-missing-feature-file/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-missing-feature-file/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-missing-feature/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-missing-feature/existing_experiment/output/lr.model
diff --git a/...ta/experiments/lr-predict-missing-postprocessing-file/existing_experiment/output/lr.model b/...ta/experiments/lr-predict-missing-postprocessing-file/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-missing-values/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-missing-values/existing_experiment/output/lr.model
diff --git a/...a/experiments/lr-predict-nested-jsonlines-input-files/existing_experiment/output/lr.model b/...a/experiments/lr-predict-nested-jsonlines-input-files/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-no-experiment-id/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-no-experiment-id/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-no-input-feature-file/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-no-input-feature-file/existing_experiment/output/lr.model
diff --git a/...data/experiments/lr-predict-no-numeric-feature-values/existing_experiment/output/lr.model b/...data/experiments/lr-predict-no-numeric-feature-values/existing_experiment/output/lr.model
diff --git a/...ents/lr-predict-no-standardization/existing_experiment/output/lr_no_standardization.model b/...ents/lr-predict-no-standardization/existing_experiment/output/lr_no_standardization.model
diff --git a/tests/data/experiments/lr-predict-no-tolerance/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-no-tolerance/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-object/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-object/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-tsv-input-files/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-tsv-input-files/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-with-candidate/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-with-candidate/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-with-custom-tolerance/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-with-custom-tolerance/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-with-repeated-ids/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-with-repeated-ids/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-with-score/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-with-score/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-with-subgroups/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-with-subgroups/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-with-tsv-output/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-with-tsv-output/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-with-xlsx-output/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-with-xlsx-output/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict-xlsx-input-files/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict-xlsx-input-files/existing_experiment/output/lr.model
diff --git a/tests/data/experiments/lr-predict/existing_experiment/output/lr.model b/tests/data/experiments/lr-predict/existing_experiment/output/lr.model
diff --git a/...iments/predict-expected-scores-non-probabilistic-svc/existing_experiment/output/SVC.model b/...iments/predict-expected-scores-non-probabilistic-svc/existing_experiment/output/SVC.model
diff --git a/...ments/predict-expected-scores-wrong-skll-model/existing_experiment/output/LinearSVR.model b/...ments/predict-expected-scores-wrong-skll-model/existing_experiment/output/LinearSVR.model
diff --git a/...eriments/svc-predict-expected-scores/existing_experiment/output/SVC_expected_scores.model b/...eriments/svc-predict-expected-scores/existing_experiment/output/SVC_expected_scores.model