DEV Community

loading...

Day 100 Of 100DaysOfCode: Regression with categorical features

Durga Pokharel
A mathematics student learning to code.
・2 min read

Despite of being women from non-technical background, I was able to complete my 100s days as learning new things and most of the time not knowing what am I doing. But its looking back at the first day when I was feeling confused about naming the variable, I am feeling like I know something now. Also, I have just applied for an intern position.

This is my 100th day of #100daysofcode and #python learning journey. Like usual day todays also I keep learning from DataCamp. I completed some assignments there.

Code for Regression with categorical features

# Import necessary modules
from sklearn.model_selection import cross_val_score
from sklearn.linear_model import Ridge

# Instantiate a ridge regressor: ridge
ridge = Ridge(alpha=0.5, normalize=True)

# Perform 5-fold cross-validation: ridge_cv
ridge_cv = cross_val_score(ridge, X, y, cv=5)

# Print the cross-validated scores
print(ridge_cv)
Enter fullscreen mode Exit fullscreen mode

Output of the above code will be


[0.86808336 0.80623545 0.84004203 0.7754344  0.87503712]
Enter fullscreen mode Exit fullscreen mode

Day 100 Of #100DaysOfCode and #Python
Regression with categorical features from DataCamp#WomenWhoCode #100DaysOfCode #CodeNewbie #DEVCommunity pic.twitter.com/mrYnm1EfSc

— Durga Pokharel (@durgacodes) April 8, 2021

Discussion (11)

Collapse
mccurcio profile image
Matt Curcio

YEAAAAAAAA! :D
Congrats

Collapse
iamdurga profile image
Durga Pokharel Author

Thank you

Collapse
sanmiade profile image
Oluwasanmi Aderibigbe

Congratulations!!!

Collapse
iamdurga profile image
Durga Pokharel Author

Thank you

Collapse
otumianempire profile image
Otu Michael

Finally.. 👏

Collapse
iamdurga profile image
Durga Pokharel Author

Thank you .

Collapse
lucasxs profile image
Lucas Silva Santos

Congrats

Collapse
iamdurga profile image
Durga Pokharel Author

Thank you

Collapse
iamdurga profile image
Durga Pokharel Author

Thanks and best of lucks. I am also going to repeat this.

Collapse
grghimal99 profile image
Himal Gurung

well done. Good luck