Tutorial 34- Performance Metrics For Classification Problem In Machine Learning- Part1 

I have almost completed my masters in data science and they only mentioned F1-Score, never F-beta score. You are a very good teacher!!!

I don't know how to put in words but a big big THANK YOU Krish for making such amazing videos. These are the kind of explanations that I have been searching over for months.

Fantastic explanation. The best thing about this video is you explained where is real (IT) world we can use, which matrix to use when. probably one of your masterpieces.

thanks a lot, man!! I really needed this as hell in my one of the ml projects.. and here u uploaded this video..

I was confused after my lecture in college, just knew names of method but now got to know when to apply what. Thank you Krish, you are Awesome Teacher

Hello sir!I cannot imagine how you are helping me at this time of my final defense.God bless you sir .salute you sir thx from the neighbor.

Amazing explanation Krish. Definitely I will watch this video again, before when I'm attending interviews. So many things will be clarified in 20 min. of explanation.

I only started learning AI / ML few weeks back and this explanation was brilliant and you made it so easy to understand the concept.

Thanks for your consistency with your learning and teaching.

This is the best explanation of Metrices i have ever gone through...Fantastic Job!!

He is saving me in my masters and clearing my concepts.Thank You sooo muchhh Sir.GOD Bless You:)

Thank you Krish Sir,for explaining precision and recall so effectively, previously it was very confusing.

This is one of your master class video as of now....Thanks Kris...

Best explanation. In the university, I just learned the formulas but never understood them. Very clear explanation!

At first I was really confused with where things were going because, a lot of it works well for me if examples are shared to explain the scenario (which were later included - Spam and Cancerous/Non-Cancerous). I have been referring to a lot of notes from many sources and none of them could give me the kind of clarity this video gave me on what metrics to focus on and when. Thanks a ton for sharing this.

he is a hero, not the hero we deserved but the hero we needed

Thank you a lot, this is really very simple and clear. This is the best explanation I have ever seen, you are amazing.

Sir bhagwaan apko sari khusiya de...splendid job for sharing such valuable concepts

Krish always explains and makes concept simpler and make us remember for eternity

Great Sir, I was badly in search to clear all my concepts, I really learned a lot. Thanks Sir

Wonderful explanation very sorted & clear , I never got clear understanding on performance matrix before this. Great job i must say..!!

Incredible explanation, I just started my evaluation phase in my churn prediction model and this will be really helpful, thank you!

Thank you so much for deep driving the each concept related to the Data Science/Machine learning 😊😊

this is nugget! Krish explained so well like crystal clear. thanks!

Most Awaited video!!! Thank you soo much sir..... 👍👍👍

This is the best channel i came across so far.

Wonderful explanation. Loved your teaching style. Thanks for this amazing content !

Loved the explanation. Thank you for sharing this info with such simple explanations

Most excellent video I have ever watched on this topic. Thanks a lot krish, it helped me a lot!!!

Thank you sir..for the efforts you have taken to explain!!

You're an amazing teacher! Thanks for this video

Brilliant comprehensive playlist 👍🏻👍🏻

Thanks a lot krish, waiting for part-2&3 videos.

Superb Kris.. Egarly waiting for next part

Thank a ton for your valuable inputs

Great explanation Krish! Thank you!

Amazing explanation. Thank you so much :) You are always the best!

Excellent explanation. Thank you

Actually All these topics are very tough to understand but krish explained it very well.. Thanks a lot Krish

I really enjoy your lecture, Krish. Thanks a lot for putting this video.

Best explanation..Hats off Krish

Thanks buddy. Now I have full clarity about recall, precision and f beta.

Thank you so much for teaching this good. I really understood the topics . You are a great teacher. 💖💖

Hey, krish. It is a great video; I could learn a lot and clear few aughts I had with performance metrics. Thank you .. ! Good luck...

best video on youtube.. Thank you

Excellent video Krish. Kudos!

thanks Sir for so much efforts to teach so as to make our concepts clear

this is one brilliant video! thank you very much.

oh my god no words to comment explained very well thanks a lot........

This is the best explanation for performance metric selection in classification problems. Thank you Krish!!

Absolutely understandable! Thanks a lot!

Literally the best explanation

too good kris. very useful and informative video

Confusion matrix is confusing

Thank you Krish for Wonderful explanation

very very nice video sir, Great Explanation..thanks a lot

If youtube provides 10000+ subscribe and like buttons , I would have like and subscribed all of them.. THank you very sir for bringing such an amazing content for free.

kudos to you. Very well explained.

Excellent Summary Krish 👍

Amazing,Very Intresting

Superb explaination.. sir

Great explanation Krish .But we need to remember the things to apply them.Thanks

A great video. Thanks a lot.

Excellent with clear explanation 👌👏

thanks for your explanation, I took notes !

superb, awesome and great video sir... you are a great teacher and a person too.. I love your videos sir👌👌👍❤❤❤🙏🙏🙏🙏🙏🙏🙏🙏😊😊😘😘😍😍🥰

very good video krish...

Very helpful video. Thanks Krish :)

Wonderful Explanation.

Very informative video. Thanks for this.

Hats off Krish!

you are a savior bcz.... out college faculties are hopelesss..

I finished watching the entire playlist Thank you a lot

Great Krish.👍

ANY 10TH STANDARAD STUDENT HERE?THANKS FOR THIS VIDEO I'M JUST BLESSED, THERE IS NO CHANNEL DOING THIS FOR OUR SYLLABUS THANKS A LOT MAN DIDN'T EXPECT SUCH A GREAT TUTORIAL HERE ON YT

Thank you sir for explaining further the concepts

Thank you Krish for this nice video

Excellent Explanation 👍

Sir, I am a graduate research student and currently working on my thesis. This video was very helpful. I wanted to learn about ROC,AUC and kappa. I have to defend in 2 months. When could we expect part2 and part3 video, Sir? Could you please let me know.

Very well explained, thank you

Krish you are amazing!!!!

mind bogling awesome

Amazing Content

great work sir

Good classification sir about performance metrics for novice learner

Eager to know about part 2 and 3 also.

Well explained.👏

Thanks you so much, for the great insight!

Awesome, thanks Krish

Kindly upload 1 vs 1 classification problem as well. I really like your videos. It is very well explained

Great video sir

Excellent Explaination👍

Excellent sir.

Thank you sir great tutorial!!

You my friend are godsend 👍

I'm waiting for part 3 of "implementing all the Metrics For Classification Problem in ML by taking improper data set" as you mentioned in the above video here 1:05 please Krish. As I'm preparing for the interviews as a fresher and I'm immensely in need of the job now and I have a year of a gap also, So I'm sitting continuously to quench my thirst for covering ML part as quickly as possible. so please Krish make the video.

Thank you Krish!!!

OMG that was sooooo helpful

Thanks a lot krish, waiting for part-2&3 videos , i am really thank full for your videos, great work man

Quality Teaching..