If you enjoyed this video and would like to learn about even more classification metrics in a clear, easy way 🍎🍊, check out a FREE PREVIEW of my full Classification Metrics course! kimberly-s-site-0700.thinkific.com/courses/classification-metrics?
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.
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!
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.
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!
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!!
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.
I believe you have the Best explanation of Precision & Recall, compared to the gazillion UA-cam videos that I have looked up on this topic over the years. Love your apple and orange analogy.
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!
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'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!
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 ❤
Where have you been all my life?! This explanation was so good, I think I'll actually remember what each metric is, and I've been doing ML for ~7 years now!
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.
Thanks! It’s really hard to remember these two. Your visuals and the mnumonic at the end really made it clear. Now I think I will remember this next time, after a few dozen practice sessions.
Thank you for this, really! Reading it again and again made it look very confusing, but your example made everything clead and will be engraved in my mind.
God bless you! I am so glad I found your video. I have been reading about this concepts in the last days, but none of the explanations really sticks to my mind, while yours is perfect! Thank you.
If you enjoyed this video and would like to learn about even more classification metrics in a clear, easy way 🍎🍊, check out a FREE PREVIEW of my full Classification Metrics course! kimberly-s-site-0700.thinkific.com/courses/classification-metrics?
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.
Considering I have the same professor, I agree
Excellent - glad to hear the concept was clear for you! Cheers 😊
the very best explanation that I have ever seen
Wow -- thanks very much! Glad to hear you liked this one 😀
Great explained
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.
Kimberly Fessel you are a stone cold legend and you have literally changed my life.
Are you a model? Because I recall you precisely.
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!
So glad you enjoyed it -- cheers!
Man, we don't appreciate youtube tutorials enough. Jeez... you guys are super heroes.
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.
This is by far the most simple and concise explanation of this concept. Thanks for making this video.
Glad to hear it was useful! Cheers 😁
OMG!!! Kimberly you are rocking!!! This is out of the world...
This is the most intuitive video that I have seen on precision and recall, thanks a lot!!
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!
My respect for you has increased tremendously for explaining it in a way that’s damn easy !!!
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.
Thanks for that! Very glad you enjoyed it and a big hello 👋🏼 to your interns! 😁
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 !!!!
Oh wonderful! I'm so glad you found this video to be helpful and enjoyed my approach. 😄
Oh my god, loved this video. Will never forget the difference again.
Thank you Kimberly, you are the best. Very simplistic explanation. Precise and accurate explanation.
Awww - thank you! Glad it helped, and I hope you'll be able to RECALL all the material for a long time to come 😉
By far, the best video on the explanation of these concepts
Thanks so much! 😊
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!!
Now this is what I call feeling the concept
one of the best explanation i have ever heard
First data analysis tutorial in my life that i completely understood. thank you
This is the best explanation on the internet for this topic. Thanks, Kimberly.
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.
So glad you enjoyed it - cheers!
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.
❤️ Excellent - glad you liked it!
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
Right on! Glad you liked it 😊
I was so much confused, this video helped me alot. Thanks for making the video.
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
Oh thank you! Glad to hear the video helped. And good luck with your interview!
I believe you have the Best explanation of Precision & Recall, compared to the gazillion UA-cam videos that I have looked up on this topic over the years. Love your apple and orange analogy.
Wow, thanks! I distinctly remember having the idea for this video... it felt like a thunder bolt strike! 😀🌩
PRECISELY explained... Now I will be able to RECALL them ACCURATELY anytime 😀
This really is the best way for me to remember this. Well done!
So glad that helped you! I love a good mnemonic. 👍
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!
THANK YOU!!!! you are helping this CS student pass his test :)
🙌 Nice! Good luck on your test! 😄
A very brilliant teacher I have come across in my life. You deserve a better place in academic world
Thanks very much for such a great compliment!
I would pay for this video... You are great... you really are.... thank you for saving my day!!
You are great!!!
Best explanation I've seen on these topics
She is an example of what we call 'Simply Genius' .
Very underrated explanation. Good job
Why thank you! Appreciate your kind words 😀
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...
So happy to hear that! Any suggestions for other video topics?
this is the best explanation ive seen so far
Thanks very much - glad you enjoyed it!
Wonderful explanation !! The best video even seen on Precision and Recall !!
Best ever explanation I have ever seen till now, covering a lot of things.
Damn... I would have been at another level if I saw this video before all those years trying to remember precision/recall for interviews
thank you It was amazing and now these are permanent in my brain until I die
I never thought I would love an explanation so much. Teach me all the things.
Why thank you! Sure thing 😁
This is THE best explanation and fit inside my mind finally after reading a lot
Couldn't ask for a better explanation to these metrics. Thank you!
Best explanation ever...I never forget this explanation..
Thank you so much! Glad it is memorable for you!
You are very enthusiastic.liked your energy .thanks fir the explanation
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!
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
Most welcome - glad you enjoyed the style!
You deserve an award for this example
🙃
I wish I could like this a thousand times, thanks a bunch!
Great, now I understand these metrics. Thanks a bunch!
Most welcome! Glad it helped 😁
Now my doubt got cleared. Thanks a lot.
Wow, you're by far the best teacher I've ever seen on youtube. Thx for sharing.
This video makes precision and recall very easy to understand.
best explanation ever .. resolved all my doubts .
Thanks so much - glad it helped!
Best Explanation Ever I have seen
You have an amazing talent in simplifying complex topics, great teacher!
Yeah this is the best one out there. Sufficiently detailed, and simple enough to easily understand. Thank you!
What an awesome explanation, great work Kimberly, Finally cleared my confusion on these two metrices.
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 ❤
You just dropped a bomb of knowlegde on me and in such a intuiative way. Thank you
Tomorrow is my exam, ma'am your 5 minutes explanation cleared my all the doubts and I understood everything. Thank You so Much 💓
Thanks, u makes my confusion away...
Love from India
This is the best video that I have ever seen on precision and recall
And only now I could understand the real meanings of those metrics. Thanks!
It was very easy to understand in this way. Thanks a lot!
Wonderful explanation mam, now I'll have apples and oranges in my head whenever someone asks me about precision and recall 😂😂
You have no idea how much this helped, thank you for the video!
Wow, the best real life example
Where have you been all my life?! This explanation was so good, I think I'll actually remember what each metric is, and I've been doing ML for ~7 years now!
Thank u mam ..... now i will never forget this concept
Very clear and simple explaination!
Very beautifully explained the complex concept ...
One of the best explainations I HV seen 👍👍👍👍🙌🙌🙌
I love the easy way you explained it in just 5 minutes!
That's an awesome explanation, I finally get it, thanks! Great way to remember how to distinguish those too 👍🏻
Excellent -- so glad you enjoyed the explanation and will now remember precision and recall! 😄
Great teacher! explains difficult subjects very easily!
Better than my data science class!
Superb! I haven't seen an explanation better than this. Thanks Kimberly :)
Thanks Kimberly, I finally understand the difference between the two. Perfect explanation, the visuals really helped.
She explained f score better then anyone in just one statement. Take my like
This was brilliant!
Thanks a lot. I watched this just before my interview and i nailed it. He didnt expect i'll know F1 is harmonic mean of precision and recall
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.
Simple but very useful. Thanks
Thanks! It’s really hard to remember these two. Your visuals and the mnumonic at the end really made it clear. Now I think I will remember this next time, after a few dozen practice sessions.
Great explanation in under 6 minutes
Thanks very much - I try to keep them brief where possible!
your explanation is very intuitive with how you move the model. much thanks!
Thank You! I love you for making the topic as clear as crystal.
Thank you for this, really! Reading it again and again made it look very confusing, but your example made everything clead and will be engraved in my mind.
Thank you for this tutorial Kimberly, I got the right information for my masters' thesis submission which is due very soon. This really helped.
Thank you for the excellent intuitive explanation. Great job Kimberly
Thanks very much - glad to hear it was intuitive!
it is the best explanation I found
Thanks much! 😁
Amazing explanation. Thanks , this helped me clear up my confusion.
Glad it helped! 😁
God bless you! I am so glad I found your video. I have been reading about this concepts in the last days, but none of the explanations really sticks to my mind, while yours is perfect! Thank you.
Oh so glad to hear that! Hoping this explanation sticks with you for a long time 😄
Thank you for a wonderful explanation
You're better than a university professor :)