Error in Python script Expected 2D array got 1D array instead

0 votes

I wanted to make this ML prediction so I followed  this tutorial.

 ML Prediction:

import numpy as np
import matplotlib.pyplot as plt
from matplotlib import style

style.use("ggplot")
from sklearn import svm

x = [1, 5, 1.5, 8, 1, 9]
y = [2, 8, 1.8, 8, 0.6, 11]

plt.scatter(x,y)
plt.show()

X = np.array([[1,2],
             [5,8],
             [1.5,1.8],
             [8,8],
             [1,0.6],
             [9,11]])

y = [0,1,0,1,0,1]
X.reshape(1, -1)

clf = svm.SVC(kernel='linear', C = 1.0)
clf.fit(X,y)

But I am getting this error:  "Expected 2D array, got 1D array instead:" and I am using python 3.6. What am I doing wrong here?

May 18 in Python by Kichu
• 19,040 points
107 views

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