Why ROC and AUC is needed | ROC curve analysis | ROC curve analysis in python

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Why ROC and AUC is needed | ROC curve analysis | ROC curve analysis in python

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Күн бұрын

Why ROC and AUC is needed | ROC curve analysis | ROC curve analysis in python
#ROCcurve #machinelearning #datascience
Hello ,
My name is Aman and I am a Data Scientist.
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Topics for the video:
Why ROC and AUC is needed
ROC curve analysis
ROC curve analysis in python
ROC curve diagnostics test
ROC curve analysis
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Пікірлер: 40

@anirbansarkar6306 Жыл бұрын

for the firs time I got the intuition for roc curve. Thank you so much Aman Sir

@UnfoldDataScience Жыл бұрын

You're most welcome

@siccasim1520 Жыл бұрын

@@UnfoldDataSciencewas pretty good thanks

@deepakawasthi2540 Жыл бұрын

Excellent, to the point , very informative. great explanation

@anny23108 3 ай бұрын

Sir, that was an amazing explanation! Thank you so much!

@shine_through_darkness 4 ай бұрын

Really great video bro!!! Can you please also put some videos for LLMs mainly peft

@utkarshsingh2675 Жыл бұрын

Didn't know that roc curve is actually for varying threshold values...thanks for the video

@ajaykumar-rh2gz Жыл бұрын

Hi UDF, I saw your videos very interesting. Thanks

@SwethaNandyala-sf9lt Жыл бұрын

I already knew the concept.. by I didn't think in this direction that it is at the model level and is one and only performance matrices which is unaffected by the threshold. Thanks for your Gyann :)

@Rider-jn6zh Жыл бұрын

Please explain rnn and LSTM layers parameters...having lot of confusion in it..

@lenaara4569 9 ай бұрын

Thank you for the video. Do you know why the plot starts with threshold value =2 ? According to my understanding threshold should be between 0 and 1, because these are probabilities, correct?

@dr.muhammadjunaid949 10 ай бұрын

Well done. You have cleared my confusion

@UnfoldDataScience 10 ай бұрын

Thanks a lot.

@shreekrishna1518 Жыл бұрын

Thank you so much..i understand this concept more clearly

@UnfoldDataScience Жыл бұрын

You're most welcome

@knubbe Жыл бұрын

Best teacher!!

@RamanDeep-tj1jf 4 ай бұрын

Best video

@rahulsingh-qs7lm 5 ай бұрын

superb

@explorewithskp1237 Жыл бұрын

Very useful sir 🤗 so Shared in grp

@UnfoldDataScience Жыл бұрын

Thanks a lot for sharing

@squadgang1678 Жыл бұрын

Can you explain transformer and self attention model and explain difference between lstm and transformer

@hussainkanchwala968 10 ай бұрын

Great explanation!!

@UnfoldDataScience 10 ай бұрын

Glad it was helpful!

@jyotshanajha8316 Жыл бұрын

Sir please explain how threshold is different for each value. it should be same right? i am literally very confused with threshold value changing.

@UnfoldDataScience Жыл бұрын

Hmm...you have asked a very good question. It confuses many people Let me try creating a video around it.

@shreyasb.s3819 Жыл бұрын

Very well explained

@UnfoldDataScience Жыл бұрын

Thanks Shreyas. Pls share with friends as well.

@nooreldali7432 Жыл бұрын

How do we interpret the AUC value? for example the value you showed was 0.93, do we say it's good or bad? and how do we know?

@UnfoldDataScience Жыл бұрын

good, think like percentage of marks out of 100

@shekharkumar1902 Жыл бұрын

Aman Sir , how can I join your coaching class? You are superb teacher.

@UnfoldDataScience Жыл бұрын

Thanks Shekhar. Please click on below link www.unfolddatascience.com

@eagleblaze9292 Жыл бұрын

It can't be applied for multiple classes classification is is true? Sir

@ghadashafiq6698 Жыл бұрын

Have you found the answer ?

@sameenapajanikar624 10 ай бұрын

you must teach in detail, i dont know anything about tp,fn

@ankitdhanore1355 Жыл бұрын

Sir first tell one thing how did you know that I'm learning roc auc and I'm getting confused in it .😂😂😂 Jokes apart , great knowledge ... Getting ready for interviews .😊

@UnfoldDataScience Жыл бұрын

Thanks Ankit 🙂.