ROC Curve in Machine Learning | ROC-AUC in Machine Learning Simplified | CampusX

Curious about ROC Curve and ROC-AUC in machine learning but finding it confusing? This video is here to simplify these concepts for you.
💡 Why It Matters in ML:
ROC Curve and ROC-AUC are like a report card for our machine learning models, showing us how well they perform.
🔗 Resources:
Code - colab.research.google.com/dri...
Notebook PDF : drive.google.com/file/d/1Ql1v...
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💭Share your thoughts, experiences, or questions in the comments below. I love hearing from you!
⌚Time Stamps⌚
00:00 - Intro
01:15 - Why ROC Curve?
16:05 - Confusion Matrix
20:57 - True Positive Rate (TPR) - Benefit
28:05 - False Positive Rate (FPR) - Cost
38:12 - ROC Curve
43:12 - Different Cases
01:01:28 - Code Example
01:05:37 - AUC/ROC
✨ Hashtags✨
#MachineLearningBasics #ROCCurveExplained #ROCAUCinML #SimplifiedTech #LearnWithData

[@firoz400]

Please try to continue your deep learning series. We need videos on GANs, autoencoders , transfer learning. There are very less resources on RUclips on these topics.

[@nainadutraj2173]

I truly appreciate your teaching style and the clarity in your explanation. Thank you so much for providing the video Sir.

[@lug__aman]

Sir deep learning continue krdo 😭😭😭

[@thegoldenagelegendz4425]

This is among best channel who only teaches without any click bates. sir i want to show you but how to connect with i don't know

[@ssh0059]

This was the best video on AUC-ROC curve. thank you so much

[@cybermascot]

You are an Excellent Teacher , always stay blessed.

[@geetanshusinghnegi2672]

This topic was difficult before coming to this video.. Superb Explanation!

[@riddhisharma4919]

Sir you're a great person. May God bless you 🙏 thank you for wonderful teaching 🙏

[@vegeta907]

Sir you are great sir
m doing so many ml porjects but Im not giving important to check roc curve I thought it's just a visualise to check but you teach us why roc is so important thank you so much sir

[@reconstructionofreligioust4070]

your are such a incredible man. may you live long and prosperous life. 💕💕🥰🥰

[@shanu9494]

Sir please continue on deep learning playlist. GPT models are out and we need to know about those. Please sir!!

[@user-ip2gd5yv1m]

Very well explained! Thanks!

I really like your teaching flow!

[@1111Shahad]

Thank you Nitish 👍

[@aadityaadyotshrivastava2030]

Super explanation bro. It was fantastic

[@sambuddhakoner4557]

Sir, plsss apna deep learning series continue karo!!...sir apko pata hain aap video nahi bana rahe ho iss lliye hamara aur deep learning padhna hi ruka huya hain :) ...kyuki aur koi itna accha padhata hi nahi hain...aur apse padhne ke bad mujhe to aur kahise padhke samajh bhi nahi ata utna aur honestly aur kahise padhne ka mannn bhi nahi karta :) ...so sir pls coninue deep learning series!!

[@NileshKumar-dk9rv]

Bhaiya, please upload dsa part 2. The first part was very good, it was easy to understand as compared to other RUclipsrs.

[@Musaafir-ln6feet]

deep learning ki series continue kar do sir

[@rohitkumarsen8378]

wow at 1hr. just amazing.

[@ahsanulkyumsiam8774]

Best Mentor on Data science

[@prarabdha6472]

Thank you sir

[@aidev8926]

Sir deep learning continue krdien Please.

[@muhammadsajad2230]

Sir waiting of more videos in deep learning series.

[@bosemantra2001]

A true King

[@SupriyaSingh-ll9hb]

Awazing teaching like always.. needed a detailed video for XGBoost also! as I have watched all the parts of 100 days of ML XGBoost doesn't exist in detail. It would be really helpful if u create one.

[@ComicKumar]

your wish is fulfilled.

[@shantanudas6319]

sir deep learning series complete kardo.Please

[@dharmeshsanandiya9607]

good teaching of datsscience🚀🚀🚀🚀🚀🚀🚀🚀

[@tanveerbashir8393]

Plzz continue your deep learning playlist.

[@GursewakSingh-gx6ev]

I am not able find videos on XGBoost which you mentioned in 100 days machine learning course, Please create a video on that topic as its used widely on kaggle. 🙏🙏

[@shashvatsehgal622]

ye threshold frequency manually set kese kaare model mai?

[@techname9141]

Isme duplicate rows remove ker sakte before splitting

[@anandshaw-ie3qk]

Multiclassification mein ROC And AUC Curve Use Kar Sakte Hai kaya ?

[@_Lord_Puneet]

pleaae dSa ke jo bache topics hai uspe video banaeye (like - tree, graph)

[@kabaadi_coder]

+1

[@kabaadi_coder]

sir ab aapse hi padhane ka man karta hai because aapse emotional attachment ho gaee hai hai. but kya kare, pocket me cource kahridne k lie paise hi nhi hai

[@thegoldenagelegendz4425]

Sir i make movie recommendation project after watching your video and do variation as you said and on Harry Potter movie recommendation it shows all parts of harry Potter.
Thank you very much sir.

[@shah96rukh]

Sir please transformer per video banye please 🙏

[@mahak8914]

Is recall and TPR same?

[@subhajitdas292]

Yes, both are same.

[@anubharoy9952]

Hi sir,
Wanted to request for a KS test, PSI and Character Analysis video.

[@user-vy5sg2lp1w]

sir plz continue your deep learning playlist

[@er.mudasir6756]

Sir i want to join the course, from tomorrow, but sir i have a confusion that how can i start from scratch becoz in one you video you told that we have started this course in oct Or nov 2022..so how can i join from the starting

[@rajkumardubey5486]

How to take more than 40 value in threshold?

[@saggy77]

Hello Sir, can u make one video on Django Rest Api

[@sanyaarora9550]

Is there any group for this channel?

[@AnkitKumar-sz3by]

Can we say TPR is Recall ?

[@AbhayUVTech]

Yes, it is.

[@niranjanpawar20]

koi company wala deep learning project pe video kijiye sir bahot jarroorat hai abhi uski

[@mrityunjayupadhyay7332]

Please upload video on deep learning

[@delusional_being]

Sir September sey new batch launch hoga na please bataiye sir hum bohoth besabri sey intezaar kar rahe aapka new batch ko join karne ke liye 🙏🙏🙏🙏

[@RanjeetKumar-kp3pq]

Sir GAN nahi bataya aapne in Deep_Learning..
And NLP kab plan kar rahe hai...

[@shashankdeep403]

Sir can you plz me some more end to end project , which i can put on resume

[@billiontour8895]

sir ek video on use of pycharm

[@ajay-fh2yd]

Sir upload previous paid sessions

[@noonewAMMM]

Why is it called ROC ?

[@Yogesh-rg1if]

Question: Agar area same hi ata hai then which model we chose?

[@shreneek]

which every is simple to perform or computational less expensive or easy to interpret .

[@gurwinderkaurgonu7467]

Sir please.exe file jupyter notebook mein kaise banate hai

[@MukeshKumar-pd1dl]

Python is an intepreter

[@d3vilgamingyt403]

Sir i think in confusion matrix COLUMNS are ACTUALS VALUES and ROWS are PREDICTED VALUES ...u said it incorrectly :(

[@reetasahu8307]

Usko change krne se formula pr koi change nhi hoga ....everything is correct.

[@user-vp5ye1yy4c]

Your battery level is giving me anxieties..