Regression Metrics | MSE, MAE & RMSE | R2 Score & Adjusted R2 Score

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Understand key metrics for evaluating regression models in this video. We cover Mean Squared Error (MSE), Mean Absolute Error (MAE), Root Mean Squared Error (RMSE), R2 Score, and Adjusted R2 Score. Learn how these metrics help assess the accuracy and performance of your regression models.

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⌚Time Stamps⌚

00:00 - Intro
01:32 - MAE(Mean Absolute Error)
07:41 - MSE(Mean squared Error)
12:29 - RSME(Root Mean Squared Error)
15:52 - R2 SCORE
27:06 - Adjusted R2 SCORE
33:41 - Code for the above Matrix
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Bro, if you ever feel or get a doubt in your life that you are not good teacher then, I would like to say that look yourself through my eyes and you will come to know what mark you left on my mind about this subject. Hats off, and I appreciate your work. Literally, I would have paid your fees but a "like" and taking "subscription" of your channel is all that I can do for you. I will definitely share this content to my friends.
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PrathyushHebbar
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This series is one of the best series on internet for Machine Learning

sameergupta
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i am halfway in this beautiful journey of learning ML...and thank god i am here in this playlist...because i am sure there can't be a better playist ....

nikunjdeeep
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you, krish naik and statquest's josh starmer are the only teachers we need in life.

ADESHKUMAR-yzel
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Generally I can"t comment on videos.
But your machine learning list is really helpful for me.
Great And mind blowing session.

SanjeetKumar-yfvr
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Thank you, sir. I will try to convert all this explanation is a blog.

raghavagrawal
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literally mind-blowing session, no body could explain these convoluted topics like this... hats off.

AmitMishra-xdyo
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sauravthakur
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HealingQuotes
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Your explanation was concise and really helpful for understanding the concepts. I don't usually comment but I highly appreciate your videos! Subscribed and liked. <3

nanditasrivatsan
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I just started with Machine Learning and you really help a lot in understanding concepts. Thank you <3

angelabiswas
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Hi Nitish. I must say your lectires are great man. I mean I cant really express the complete gratitude that I'm feeling at the core of my heart towards you. Especially when I see these all things in the essence of desi hindi. Great man. God bless you.
One request..if you could add the Variance Inflation factor(VIF) as well into it. Though thats not very different from R2 Score but that has quite good application in Quant Finance relatrd data science

iam_nerd
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probably the best video out there on this topic. Best Teacher Ever!

balrajprajesh
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hands down better than Andrew NG, i never go for learning on youtube, always took authentic courses but omg this series is just mind blowing

saliq
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One of the best video series on Youtube for Machine learning

bharatbatra
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Super duper hit teacher in this whole world....
I Appreciate your work

NishaKanojia-bx
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Awesome video sir, I have become fan of you, the way you teach is incredible. Thank you for putting such a valuable content.

hitinyadav
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These explanations are better than books!

siddhipandare
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Awsome explaination. This channel has great videos . Thanku so much sir.

sneharj
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Best video on R2 and Adjusted R2..keep up the great work sir.

pavangoyalvit