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

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[@Kickass3131]

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!!!

[@saikirangolla2054]

Because they follow old syllabus

[@ebujak1]

F1 -score where Bets=1 is for equal weighting of precision and recall. Beta will change depending if your problem should favor precision (or recall).

[@shyamkale7230]

Because this is Krish that is Oldish

[@rpratiksha6547]

Where did you pursue your masters?

[@ritikgupta6825]

this field is so vast that one institute cant tech each and everything, you have to continously gain knowledge from wherever you find

[@vaibhavvaibhav6118]

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.

[@vipindube5439]

Thanks for your consistency with your learning and teaching.

[@munishasharma5265]

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.

[@swarnimapandey7297]

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

[@naveendubey2815]

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

[@zulfiqarali-zq1rg]

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.

[@preetsandhu2844]

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

[@Santhosh_39]

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.

[@raneshmitra8156]

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

[@shreyasrajendrachim5282]

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

[@aravindetagi4008]

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

[@AbdullaNabeel]

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

[@UmairMehmood]

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

[@aish_waryaaa]

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

[@user-oh6yd4cn4i]

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

[@mohammadarif8057]

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

[@bassantgamal8873]

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

[@kamalmalik9529]

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

[@sweetyporwal8769]

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

[@hiteshdamani30]

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

[@BrianIvanCusuanto]

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

[@milindkulkarni4335]

This is the best channel i came across so far.

[@himanshubhusanrath212]

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

[@akshaysharma224]

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

[@gustavoramalho9454]

You're an amazing teacher! Thanks for this video

[@architnarang3232]

Brilliant comprehensive playlist 👍🏻👍🏻

[@r7918]

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

[@faustopf-.]

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

[@NM-vw6xq]

Great explanation Krish! Thank you!

[@bhavyav3859]

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

[@abhiksarkar3611]

Literally the best explanation

[@user-gq2eq4gw2k]

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.

[@ayselceferzade8587]

Absolutely understandable! Thanks a lot!

[@bharathjc4700]

Thank a ton for your valuable inputs

[@shakib.polock]

this is one brilliant video! thank you very much.

[@kshitijbiyani3777]

kudos to you. Very well explained.

[@ijeffking]

Excellent explanation. Thank you

[@shaneebkottakkal3491]

Amazing,Very Intresting

[@Nancivlog]

best video on youtube.. Thank you

[@sreelakshmi4230]

Thank you Krish for Wonderful explanation

[@ashwinibalaji350]

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

[@sumitnaina]

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

[@sunilkumarganapathy3758]

Superb Kris.. Egarly waiting for next part

[@rupareddy9243]

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

[@piyushhibare]

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

[@lalitalone706]

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

[@ektamanvar4397]

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

[@titaniumstrong956]

Best explanation..Hats off Krish

[@aminurrahmanashik2786]

A great video. Thanks a lot.

[@sohamajgaonkar3119]

mind bogling awesome

[@fysys_56]

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

[@raghuiyer6848]

too good kris. very useful and informative video

[@keshabdoley1727]

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.

[@venud1800]

Excellent Summary Krish 👍

[@surbhisoni5614]

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

[@ishakawade9100]

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

[@priyasinha2251]

Hats off Krish!

[@MsGamerguru]

Very well explained, thank you

[@nkorochinaechetam2516]

thanks for your explanation, I took notes !

[@_proton5]

Excellent video Krish. Kudos!

[@rinikhanna7510]

Very helpful video. Thanks Krish :)

[@sahilsrivastava9895]

Very informative video. Thanks for this.

[@amitmodi7882]

Wonderful Explanation.

[@lalitchaudhari7470]

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

[@bishwajeet_b_das]

Superb explaination.. sir

[@goelnikhils]

Amazing Content

[@pratheesai14]

Excellent Explanation 👍

[@apoorvaka4247]

Excellent with clear explanation 👌👏

[@milenafassea5822]

Krish you are amazing!!!!

[@skywalker0803r]

I finished watching the entire playlist Thank you a lot

[@drishtisharma6843]

superb! many congratulations!

[@abhinavkale4632]

@@drishtisharma6843 where is the part 2?

[@viralgo4195]

@@abhinavkale4632 check out the complete machine learning playlist. Watch video 41 for next part.

[@amitbudhiraja7498]

What is the playlist name?

[@jeffvarghese7657]

Great Krish.👍

[@manojtaleka954]

Thank you Krish for this nice video

[@sandipansarkar9211]

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

[@sohamajgaonkar3119]

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

[@anirbansengupta1107]

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

[@abhishekranjan2617]

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

[@samutsari5956]

Thank you sir for explaining further the concepts

[@kathirkathir4689]

Excellent sir.

[@shivadumnawar7741]

great work sir

[@sulochanasandaruwan763]

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...

[@ankitac4994]

Well explained.👏

[@nikhilpawar7876]

Great video sir

[@victoremuchay5397]

Thanks you so much, for the great insight!

[@swapnildeshpande21]

Quality Teaching..

[@mmm-me4kk]

Thank you Krish!!!

[@gauravpardeshi6056]

very good video krish...

[@vidyasagar7860]

Good classification sir about performance metrics for novice learner

[@rashmidhawan4783]

Love this

[@AbcAbc-kx3xm]

Awesome, thanks Krish

[@vimalshrivastava6586]

Excellent Explaination👍

[@arvinds7182]

Perfect video

[@alphonseinbaraj7602]

Eager to know about part 2 and 3 also.

[@MrOmaralamri]

OMG that was sooooo helpful

[@rakeshdayalan8049]

Awesome !

[@vibesnovibes6320]

You my friend are godsend 👍

[@srinivasrathod6994]

Thanks Krish!

[@umeshdissanayaka2802]

Great one

[@michaelmanuel1676]

Thank you sir great tutorial!!

[@nitheesh340]

Krish Sir, you're really a super hero compared to Hrithik Roshan's Krrish. :D Everytime I watch your video, my desire to meet you in person is increasing day by day. Wonderful video as always. You made the concept super clear. Would love to learn more from you. Thank you.