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saving work for yesterday where uq runs were repeated

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Tanushree Tunstall 2022-06-20 14:57:11 +01:00
parent efeaf52cde
commit 4ab99dcbd2
11 changed files with 10993 additions and 10660 deletions
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6
scripts/ml/MultModelsCl.py
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@ -147,7 +147,7 @@ def MultModelsCl(input_df, target, skf_cv
mlp = MLPClassifier(max_iter = 500, **rs)
dt = DecisionTreeClassifier(**rs)
ets = ExtraTreesClassifier(**rs)
et = ExtraTreeClassifier(**rs)
rf = RandomForestClassifier(**rs, n_estimators = 1000 )
rf2 = RandomForestClassifier(
min_samples_leaf = 5
@ -169,7 +169,6 @@ def MultModelsCl(input_df, target, skf_cv
abc = AdaBoostClassifier(**rs)
bc = BaggingClassifier(**rs, **njobs, bootstrap = True, oob_score = True)
et = ExtraTreeClassifier(**rs)
gpc = GaussianProcessClassifier(**rs)
gbc = GradientBoostingClassifier(**rs)
qda = QuadraticDiscriminantAnalysis()
@ -181,14 +180,13 @@ def MultModelsCl(input_df, target, skf_cv
, ('Gaussian NB' , gnb)
, ('Naive Bayes' , nb)
, ('K-Nearest Neighbors' , knn)
, ('SVM' , svc)
, ('SVC' , svc)
, ('MLP' , mlp)
, ('Decision Tree' , dt)
, ('Extra Trees' , ets)
, ('Extra Tree' , et)
, ('Random Forest' , rf)
, ('Random Forest2' , rf2)
, ('Naive Bayes' , nb)
, ('XGBoost' , xgb)
, ('LDA' , lda)
, ('Multinomial' , mnb)