TypeError only integer scalar arrays can be converted to a scalar index

+1 vote
import cv2
import numpy as np
import matplotlib.pyplot as plt

trainData=np.random.randint(0,100,(25,2)).astype(np.float32)
responses=np.random.randint(0,2,(25,1)).astype(np.float32)
red=trainData[responses.ravel()==0]
plt.scatter(red[:,0],red[:,1],80,'r','^')
blue = trainData[responses.ravel()==1]
plt.scatter(blue[:,0],blue[:,1],80,'b','s')
newcomer=np.random.randint(0,100,(1,2)).astype(np.float32)
plt.scatter(newcomer[:,0],newcomer[:,1],80,'g','o')
knn=cv2.ml.KNearest_create()
knn.train(trainData,responses)
ret,results,neighbours,dist=knn.find_nearest(newcomer,3)
print ("result: ", results,"\n")
print ("neighbours: ", neighbours,"\n")
print ("distance: ", dist)
plt.show()
Dec 18, 2019 in Python by sandeep
• 130 points
6,756 views

Which line is giving you this error? 

My guess is 

red=trainData[responses.ravel()==0]

I don't think ravel() can be used here

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