Precision, Recall and F1-Score

  Рет қаралды 90,576

Krish Naik

Krish Naik

Күн бұрын

Here is a detailed explanation of Precision, Recall and F1 score. We will also understand the application of Precision, Recall and F1 Score.
#PrecisionRecallF1Score
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Пікірлер: 55
@AkshayKumar-xh2ob
@AkshayKumar-xh2ob 4 жыл бұрын
First I read it in the book, and I am lost remembering these concepts. Then Mr. Naik comes in and explains it in such a way that I always remember it.
@AkshayKumar-xh2ob
@AkshayKumar-xh2ob 3 жыл бұрын
@Byron Grey Mfing scamsters
@nhprml6324
@nhprml6324 4 жыл бұрын
there is a small typo in recall formula 1) Precision = TP/(TP+FP) 2) Recall = TP/(TP+FN)
@user-cy9zf4oz2i
@user-cy9zf4oz2i 3 ай бұрын
i like how you say 'total' so satisfying
@URKCSBrightonS
@URKCSBrightonS 4 жыл бұрын
This is the appropriate video for my search youtube stop suggesting inappropriate results
@neha8789
@neha8789 4 жыл бұрын
Thanks for this lecture.... tomorrow my seminar it is very useful.... thank you sir...
@rohitborra2507
@rohitborra2507 4 жыл бұрын
you have exams in corona time ??
@neha8789
@neha8789 4 жыл бұрын
@@rohitborra2507 online classes...no exams
@rohitborra2507
@rohitborra2507 4 жыл бұрын
@@neha8789 sorry My mistake . Didn't read the comment properly .
@neha8789
@neha8789 4 жыл бұрын
@@rohitborra2507 it's okay
@sensei-guide
@sensei-guide 4 жыл бұрын
Thank you so much brother for explaining these concepts.....😍😍😍😍😍😍😍😍😍😍
@omkarmanjrekar6645
@omkarmanjrekar6645 3 жыл бұрын
Hey! Nice explanation. It might be a good idea to add a brief explanation for k classes.
@abhishek_sengupta
@abhishek_sengupta 4 жыл бұрын
Sir, please make a video on ROC curve and its use in deciding threshold for binary class classification problems.
@priyankanagpal2207
@priyankanagpal2207 5 жыл бұрын
Nicely explained
@shyam15287
@shyam15287 4 жыл бұрын
thank you bro one feed back bro if precisoin and recall with sample values the calculation will be more real time understanding on the whole its superb explanation
@bharatprajapati8193
@bharatprajapati8193 5 жыл бұрын
Thank you for sharing your valuable knowledge...
@theinhumaneme
@theinhumaneme Жыл бұрын
wonderful explanation Krish 😄 thank you
@ajitkumaryadav8298
@ajitkumaryadav8298 5 жыл бұрын
Wow sir, u are great!
@bibhutiswain175
@bibhutiswain175 5 жыл бұрын
Nice funda of machine learning. loved it.
@kunaljha6204
@kunaljha6204 5 жыл бұрын
Nicely explained sir...could you make a video on ROC & AUC?
@dikshagupta3276
@dikshagupta3276 2 жыл бұрын
Very nice explanation thanku
@ankitsaha3043
@ankitsaha3043 4 жыл бұрын
Please make a video about Entropy and Information Gain in terms of Data science 😊
@tosinaina2104
@tosinaina2104 4 жыл бұрын
You really helped me understand this.
@allieubisse470
@allieubisse470 4 жыл бұрын
Best explained.... appreciated
@anaghaparadkar0511
@anaghaparadkar0511 4 жыл бұрын
Thank you so much for the explanation sir.
@hiteshdamani30
@hiteshdamani30 4 жыл бұрын
Nice Explanation sir. Could you please make a video on AUC and ROC
@anooptomar3342
@anooptomar3342 4 жыл бұрын
in video 5 , you say about False positive , negatives explained in the previous video. which video are you referring here?
@shadiyapp5552
@shadiyapp5552 Жыл бұрын
Thank you sir ♥️
@ssshanmugam4514
@ssshanmugam4514 5 жыл бұрын
Could you upload data science projects
@siddarthvenkateswaran7846
@siddarthvenkateswaran7846 4 жыл бұрын
Amazing
@dineshkathania2228
@dineshkathania2228 4 жыл бұрын
Hey, I appreciated ur work which is brilliant but i think this playlist isn't in queue. Can look into this. Thanks
@mittalparikh
@mittalparikh 4 жыл бұрын
very nice
@kamal6762
@kamal6762 4 жыл бұрын
You explained about F1- score it should be near 100% for 0 and 1 or only for 1?
@Raja-tt4ll
@Raja-tt4ll 4 жыл бұрын
Nice Video
@louerleseigneur4532
@louerleseigneur4532 3 жыл бұрын
Thanks Krish
@yogenderkushwaha5523
@yogenderkushwaha5523 4 жыл бұрын
Hey krish, I am facing trouble with the statistical videos in your channel, actually I am unable to identify the correct order of the videos even in the playlist ., can you please help me out., or suggest any other material from where I can cover that statistical part. Thank you.
@manassrivastava6452
@manassrivastava6452 4 жыл бұрын
Please reorder your playlist.
@snigdharay8847
@snigdharay8847 4 жыл бұрын
recall formula is tp/tp+n but you told something else??
@dreamscapeai7
@dreamscapeai7 3 жыл бұрын
he has told it is tp/tp+fn, rewatch video from here 4:18
@mkranthikmr
@mkranthikmr 4 жыл бұрын
This playlist is not complete... Many topics are missing... U r saying that u discussed in previous video... But the previous video is not that. For example video 5 (Precision, Recall and F1-Score) . Can you add those videos also to this playlist....??
@KuldeepSingh-cm3oe
@KuldeepSingh-cm3oe 4 жыл бұрын
good
@jeromeeusebius
@jeromeeusebius 2 жыл бұрын
You recall equations are not correct, but I believe you have been told or know that already by this time.
@himansu1182
@himansu1182 5 жыл бұрын
confusion matrix video not found in this tutorial list,please help me ..
@krishnaik06
@krishnaik06 5 жыл бұрын
Check the data science interview paylist
@sabinadhikari2643
@sabinadhikari2643 3 жыл бұрын
is Recall TPR or TNR?
@ndxs
@ndxs 4 жыл бұрын
Got it👍
@manojharshavardhan2385
@manojharshavardhan2385 4 жыл бұрын
Sir so that means specificity is recall for class 0
@nihalvallath7302
@nihalvallath7302 Жыл бұрын
❤❤
@ajaykuril3758
@ajaykuril3758 4 жыл бұрын
Recall formula is wrong people referring it plz tc
@rajeshreddy3133
@rajeshreddy3133 4 жыл бұрын
It Doesn't always mean that if f1 score is 1 the model is good.. It depends on the requirements...
@SaurabhSingh-wq5hd
@SaurabhSingh-wq5hd 3 жыл бұрын
SIR type 1 error should be FP
@835_suhanisrivastava6
@835_suhanisrivastava6 Жыл бұрын
retrieval hota hai ritval nahi
@parthdhir5622
@parthdhir5622 3 жыл бұрын
You have created a wrong confusion metrics
@SaurabhSingh-wq5hd
@SaurabhSingh-wq5hd 3 жыл бұрын
SIR type 1 error should be FP
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