Error in code as:-Cannot cast array data from dtype('float64') to dtype('<U32') according to the rule 'safe'

class Perceptron:

def \_\_init\_\_(self):

    self.b=None

    self.w=None




def model(self,x):

    return 1 if (np.dot(self.w , x)>=self.b )  else 0




def predict(self,X):




    Y=\[\]

    for x in X:

        result=self.model(x)

        Y.append(result)

    return np.array(Y)






def fit(self,X,Y):

    self.w=np.ones(X.shape\[1\])

    self.b=0




    for x,y in zip(X,Y):




        y\_pred=self.predict(x)

        if y==1 and y\_pred==0 :

            self.w=self.w+x

            self.b=self.b+1

        elif y==0 and y\_pred==1:

            self.w=self.w-x

            self.b=self.b-1

Hi Rajat,
Please refer the following thead, it may help: TypeError