pythont检验筛选变量_python levene检验、T检验、卡方检验、F检验

# -*- coding: UTF-8 -*-

import scipy.io as sio

import numpy as np

from scipy import stats

from sklearn.feature_selection import SelectKBest

from sklearn.feature_selection import chi2

from sklearn.feature_selection.univariate_selection import f_classif

test_set = sio.loadmat('/run/media/zlf/WMU1/Examples/PathologicalSection/PulmonarySquamousCellCarcinoma/OpticalParameters/CrossValidation1/WithoutAugment/SVM/dataset_test.mat')

print( test_set.keys() )

test_set = test_set['dataset_test'];

train_set = sio.loadmat('/run/media/zlf/WMU1/Examples/PathologicalSection/PulmonarySquamousCellCarcinoma/OpticalParameters/CrossValidation1/WithoutAugment/SVM/dataset_train.mat')

print( train_set.keys() )

train_set = train_set['dataset_train'];

data_set = np.vstack((test_set,train_set))

a =