/Python/Lasso regression implementation python

Lasso regression implementation python

from sklearn.linear_model import Lasso
from sklearn.preprocessing import MinMaxScaler
scaler = MinMaxScaler()

X_train, X_test, y_train, y_test = train_test_split(X_data, y_data,
                                                   random_state = 0)

X_train_scaled = scaler.fit_transform(X_train)
X_test_scaled = scaler.transform(X_test)

linlasso = Lasso(alpha=2.0, max_iter = 10000).fit(X_train_scaled, y_train)

-1

Similar codes

4 votes179 views1 answer
End python in command
Python
5 votes189 views2 answers
Std python
Python
8 votes177 views6 answers
How to convert categorical data to numerical data in python
Python
0 vote157 views1 answer
How to open hyperlink with target=“_blank” in PyQt5
Python
0 vote214 views1 answer
Django loop through form errors
Python Django
0 vote182 views1 answer
Why we need open ( ) and close ( ) in os
Python
0 vote188 views1 answer
Remove multiple strings from list python
Python
0 vote203 views1 answer
Numpy multidimensional indexing
Python
1 vote194 views1 answer
Use chrome console in selenium
Python
1 vote225 views1 answer
Unix command in python script
Python