forked from miltongneto/image-segmentation-classifier
-
Notifications
You must be signed in to change notification settings - Fork 0
/
questao1.py
29 lines (21 loc) · 809 Bytes
/
questao1.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
import numpy as np
from scipy import stats
import pandas as pd
from sklearn import preprocessing
from sklearn.metrics import accuracy_score
from sklearn.model_selection import train_test_split
from sklearn.naive_bayes import GaussianNB
from sklearn.neighbors import KNeighborsClassifier
from sklearn.model_selection import cross_val_score
from sklearn.ensemble import VotingClassifier
from main import Classifier
from scipy.spatial.distance import pdist
#from skbio.core.distance import DissimilarityMatrix
if __name__ == '__main__':
classifier = Classifier()
classifier.readViews()
teste = classifier.train_shape_view.as_matrix();
teste2 = classifier.train_rgb_view.as_matrix()
#matrizes de dissimilaridade
dm1 = pdist(teste, 'euclidean')
dm2 = pdist(teste2, 'euclidean')