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the very best explanation that I have ever seen

While this is an easy concept, in my tired state, you've been able to explain in 5 minutes what my professor took 45. You rock.

Kimberly Fessel you are a stone cold legend and you have literally changed my life. Are you a model? Because I recall you precisely.

Man, we don't appreciate youtube tutorials enough. Jeez... you guys are super heroes.

It's not easy to present some data science material in an easy way. Thanks for making the easy to grasp video on accuracy vs precision vs recall! Looking forward to more tutorial videos!

This is by far the most simple and concise explanation of this concept. Thanks for making this video.

AS someone who isn't an ML engineer and is trying to learn enough to pass certification exams and take part in conversations, this video was excellent. Can't imagine an easier way to explain these terms.

I used to find precision and recall stuff difficult to understand. This is helping me a lot in understanding each of them thoroughly. Thanks for the explanation and the video.

This is the video that gives the explanation I didn't know I needed. My brain works best with analogies such as those you gave for preciSIon and recALL and so im glad you've explained it that way. Thank you.

OMG!!! Kimberly you are rocking!!! This is out of the world...

Thank you Kimberly, you are the best. Very simplistic explanation. Precise and accurate explanation.

This is the most intuitive video that I have seen on precision and recall, thanks a lot!!

By far, the best video on the explanation of these concepts

Keep it up! I really love how you use visualizations and simply the explanations in a way that makes it easier to understand and remember.

I am an experienced ML engineer, and this is the one and only video that I will be sending to my interns from now on. PHENOMENAL work.

This really is the best way for me to remember this. Well done!

I have struggled with this concept for so so long, every time I need to go back and read some material on it to remember it because it was very confusing for me. And I have read up and watched so many different variations of people trying to explain this simple concept. With your video, I was able to understand it immediately and it is now so so clear in my head. THANK YOU! Subscribed and liked!

one of the best explanation i have ever heard

Very underrated explanation. Good job

This is the best explanation on the internet for this topic. Thanks, Kimberly.

This is the best video on precision and recall. I havee been looking at different articles on precision and recall but this one is best

Rather than taking the common formula approach to teach, the simple and intuitive approach you took was awesome. One of the best ways I have come across to learn the difference between these two almost similar looking concepts. Amazing !!!!

The way you explained it made it much easier to understand, it took my professor like whole 2 classes to explain this, but with just 5min from you, I understand it all, and I can solve all the questions now, thank you. KEEP IT UP!!

this is the best explanation ive seen so far

Best explanation I've seen on these topics

Wonderful explanation !! The best video even seen on Precision and Recall !!

I was so much confused, this video helped me alot. Thanks for making the video.

My respect for you has increased tremendously for explaining it in a way that’s damn easy !!!

you rocks ❤ have been learning same topic from last few hours and didn't understand anything but your'e the only one who tells literally everything in just 5 mins. always straight to the point. Your'e awesome.

THANK YOU!!!! you are helping this CS student pass his test :)

It was very easy to understand in this way. Thanks a lot!

You are very enthusiastic.liked your energy .thanks fir the explanation

First data analysis tutorial in my life that i completely understood. thank you

I wish I could like this a thousand times, thanks a bunch!

Now this is what I call feeling the concept

Great, now I understand these metrics. Thanks a bunch!

thank you It was amazing and now these are permanent in my brain until I die

I would pay for this video... You are great... you really are.... thank you for saving my day!! You are great!!!

Thank you so much, best simple explanation ever i had and i'm really thankful for the tip that how to remember the precsion and recall. I will not forget again!

Best explanation ever...I never forget this explanation..

Omg. Please make more. This is absolutely awesome. Even watching in 2x speed to cramp info for an interview. This is amazing. You are a godsend

Very clear and simple explaination!

i have been struggling to understand these... .this is the best vid i ever saw for explanation of precision n recall... please make more such vids... kudos...

I believe you have the Best explanation of Precision & Recall, compared to the gazillion KZfaq videos that I have looked up on this topic over the years. Love your apple and orange analogy.

PRECISELY explained... Now I will be able to RECALL them ACCURATELY anytime 😀

Best Explanation Ever I have seen

best explanation ever .. resolved all my doubts .

Best ever explanation I have ever seen till now, covering a lot of things.

I never thought I would love an explanation so much. Teach me all the things.

A very brilliant teacher I have come across in my life. You deserve a better place in academic world

Couldn't ask for a better explanation to these metrics. Thank you!

This is the best video that I have ever seen on precision and recall

SI and ALL saved my life!

This is THE best explanation and fit inside my mind finally after reading a lot

Now my doubt got cleared. Thanks a lot.

You deserve an award for this example 🙃

Great teacher! explains difficult subjects very easily!

You have an amazing talent in simplifying complex topics, great teacher!

Wow, you're by far the best teacher I've ever seen on youtube. Thx for sharing.

Simple but very useful. Thanks

You have no idea how much this helped, thank you for the video!

Oh my god, loved this video. Will never forget the difference again.

Superb! I haven't seen an explanation better than this. Thanks Kimberly :)

Yeah this is the best one out there. Sufficiently detailed, and simple enough to easily understand. Thank you!

You just dropped a bomb of knowlegde on me and in such a intuiative way. Thank you

Wow, the best real life example

Thank you for the excellent intuitive explanation. Great job Kimberly

great explanation in very easy way. thank you

Very beautifully explained the complex concept ... One of the best explainations I HV seen 👍👍👍👍🙌🙌🙌

Better than my data science class!

What an awesome explanation, great work Kimberly, Finally cleared my confusion on these two metrices.

She is an example of what we call 'Simply Genius' .

This video makes precision and recall very easy to understand.

Thanks Kimberly! Very nicely explained!

I've been reading and re-reading about this topic plus the confusion matrix for months! And I understood this concept in just 5 minutes! Thank you so much!

And only now I could understand the real meanings of those metrics. Thanks!

Amazing explanation. Thanks , this helped me clear up my confusion.

I love the easy way you explained it in just 5 minutes!

Thanks, u makes my confusion away... Love from India

it is the best explanation I found

Thank you for this great tutorial!

This was brilliant!

You deserve to be subscribed. Respect ❤

Thank you , now it is so clear in my mind !

your explanation is very intuitive with how you move the model. much thanks!

Very good and creatively explained. Keep up the good work!

I am currently in a Data Science Training (Bootcamp) and our Mentor showed this to explain Precision and Recall...awesome. So easy to comprehend und remember with your example and visualization. Thanks ❤

That was really useful also very efficient explanation. Thanks

Charming explanation! thank you!

That's an awesome explanation, I finally get it, thanks! Great way to remember how to distinguish those too 👍🏻

This makes so much sense now. Thank you!

I'll call this video " Explain to me as if i'm 5" and it worked like magic... Thank you for a great clear explanation

Damn... I would have been at another level if I saw this video before all those years trying to remember precision/recall for interviews

This mnemonic technique is amazing, thanks a lot!!

Thanks Kimberly, I finally understand the difference between the two. Perfect explanation, the visuals really helped.

Thank u mam ..... now i will never forget this concept

Thank you so much, Kimberly! I really needed this explained in this way, as it is strongly correlated with the confusion matrix. I was constantly... confused.

Quite superb teaching. Thank you.

go girl. you are the real deal. you just got a subsccriber. thanks for this wonderful explanation