classification fuctions

1import numpy as np
2import pandas as pd
3import matplotlib.pyplot as plt
4import warnings
5warnings.filterwarnings('ignore')
6import seaborn as sns
7
8from sklearn.preprocessing import PowerTransformer
9from sklearn.preprocessing import StandardScaler
10from sklearn.model_selection import train_test_split,cross_val_score
11
12from sklearn.neighbors import KNeighborsClassifier
13from sklearn.svm import SVC
14from sklearn.linear_model import LogisticRegression
15from sklearn.tree import DecisionTreeClassifier
16from sklearn.naive_bayes import GaussianNB
17from sklearn.ensemble import RandomForestClassifier
18from xgboost import XGBClassifier
19from sklearn.ensemble import GradientBoostingClassifier
20from sklearn.ensemble import AdaBoostClassifier
21
22from sklearn.metrics import classification_report,confusion_matrix,accuracy_score,roc_curve,auc,recall_score
23
24from sklearn.externals import joblib