added validated params for all classifiers

This commit is contained in:
Tanushree Tunstall 2022-05-26 03:20:54 +01:00
parent 00633872f5
commit b5d29dd449
5 changed files with 245 additions and 617 deletions

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@ -49,7 +49,6 @@ from sklearn.compose import make_column_transformer
from sklearn.metrics import confusion_matrix, accuracy_score, precision_score, recall_score
from sklearn.metrics import roc_auc_score, roc_curve, f1_score, matthews_corrcoef, jaccard_score
from sklearn.metrics import jaccard_score
from sklearn.metrics import make_scorer
from sklearn.metrics import classification_report
@ -62,8 +61,8 @@ from sklearn.model_selection import StratifiedKFold
from sklearn.pipeline import Pipeline
from sklearn.pipeline import make_pipeline
from sklearn.feature_selection import RFE
from sklearn.feature_selection import RFECV
#from sklearn.feature_selection import RFE
#from sklearn.feature_selection import RFECV
import itertools
#import seaborn as sns
import matplotlib.pyplot as plt