import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
dataset = pd.read_csv('Salary_Data.csv')
x=dataset.iloc[:,:-1].values
y=dataset.iloc[:, 1].values
from sklearn.cross_validation import train_test_split
x_train, x_test, y_train, y_test = train_test_split(x,y, test_size= 1/3 ,
random_state=0)
C:\Users\LENOVO-PC\Anaconda3\lib\site-packages\sklearn\cross_validation.py:41:
DeprecationWarning: This module was deprecated in version 0.18 in favor of
the model_selection module into which all the refactored classes and
functions are moved. Also note that the interface of the new CV iterators
are different from that of this module. This module will be removed in 0.20.
"This module will be removed in 0.20.", DeprecationWarning)
C:\Users\LENOVO-PC\Anaconda3\lib\site-packages\ipykernel\parentpoller.py:116:
UserWarning: Parent poll failed. If the frontend dies,
the kernel may be left running. Please let us know
about your system (bitness, Python, etc.) at
[email protected]
[email protected]""")
from sklearn.linear_model import LinearRegression
regressor = LinearRegression()
regressor.fit(x_train, y_train)
Kernel died, restarting
y_pred = regressor.predict(x_test)
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