updated the LogisticRegression parameters

ChaoPang · ChaoPang · commit ddc381693c2c · 2025-07-25T23:54:28.000-04:00
diff --git a/src/cehrbert/evaluations/model_evaluators/frequency_model_evaluators.py b/src/cehrbert/evaluations/model_evaluators/frequency_model_evaluators.py
@@ -132,8 +132,8 @@ def _create_model(self, *args, **kwargs):
                 "classifier": [LogisticRegression()],
                 "classifier__penalty": ["l1", "l2"],
                 "classifier__C": np.logspace(-4, 4, 20),
-                "classifier__solver": ["liblinear"],
-                "classifier__max_iter": [500],
+                "classifier__solver": ["lbfgs"],
+                "classifier__max_iter": [2000],
             }
         ]
         # Create grid search object

Original file line number	Diff line number	Diff line change
`@@ -132,8 +132,8 @@ def _create_model(self, args, *kwargs):`
`132`	`132`	`"classifier": [LogisticRegression()],`
`133`	`133`	`"classifier__penalty": ["l1", "l2"],`
`134`	`134`	`"classifier__C": np.logspace(-4, 4, 20),`
`135`		`- "classifier__solver": ["liblinear"],`
`136`		`- "classifier__max_iter": [500],`
	`135`	`+ "classifier__solver": ["lbfgs"],`
	`136`	`+ "classifier__max_iter": [2000],`
`137`	`137`	`}`
`138`	`138`	`]`
`139`	`139`	`# Create grid search object`