From e6be505c04706b33aaac4f6ae44e88203e1b2988 Mon Sep 17 00:00:00 2001
From: lbecker <lbecker@rhrk.uni-kl.de>
Date: Sun, 18 Aug 2024 06:02:30 +0200
Subject: [PATCH] Upload New File
---
logreg_builder.py | 14 ++++++++++++++
1 file changed, 14 insertions(+)
create mode 100644 logreg_builder.py
diff --git a/logreg_builder.py b/logreg_builder.py
new file mode 100644
index 0000000..ef69f5b
--- /dev/null
+++ b/logreg_builder.py
@@ -0,0 +1,14 @@
+from clf_builder import clf_builder
+from sklearn.linear_model import LogisticRegression
+
+
+class logreg_builder(clf_builder):
+ def __init__(self,x_train,y_train,x_test,y_test,cv,params,scoring='accuracy'):
+ super().__init__(x_train,y_train,x_test,y_test,cv,params,scoring)
+
+ def make_logreg(self):
+ base_log = LogisticRegression()
+ best_log,result_table = self.hyperparameter_grid_search('Logistic Regression',base_log)
+ base_log = base_log.fit(self.x_train,self.y_train)
+ train_test_base_best=self.compare_models('Logistic Regression', base_log, best_log)
+ return best_log,result_table,train_test_base_best
\ No newline at end of file
--
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