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Tim
2025-08-22 13:11:37 +02:00
parent a24ab6c34f
commit cf92ef246a
7 changed files with 67 additions and 73 deletions
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compare_models_10k.py
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@@ -120,13 +120,14 @@ datasets = [
]
estimators = {
#"RidgeClassifier": RidgeClassifier(random_state=0, max_iter=max_iter),
#"PassiveAggressiveClassifier": PassiveAggressiveClassifier(random_state=0, max_iter=max_iter),
"PassiveAggressiveClassifier": PassiveAggressiveClassifier(random_state=0, max_iter=max_iter),
#"Perceptron": Perceptron(random_state=0, max_iter=max_iter),
#"SGDClassifier": SGDClassifier(random_state=0, max_iter=max_iter),
#"NearestCentroid": NearestCentroid(),
#"LinearSVC": LinearSVC(random_state=0, max_iter=max_iter),
"LinearSVC": LinearSVC(random_state=0, max_iter=max_iter),
#"AdaBoost": AdaBoostClassifier(),
#"GradientBoostingClassifier": GradientBoostingClassifier(random_state=0),
"HistGradientBoostingClassifier": HistGradientBoostingClassifier(random_state=0, max_iter=max_iter),
#"HistGradientBoostingClassifier": HistGradientBoostingClassifier(random_state=0, max_iter=max_iter),
#"LinearDiscriminantAnalysis": LinearDiscriminantAnalysis(),
#"MLPClassifier": MLPClassifier(random_state=0, max_iter=int(max_iter/20), early_stopping=True),
}