How to evaluate ML models | Evaluation metrics for machine learning

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@KalsoomBano-h6x
I am working on regression evaluation I want to learn how to calculate MAS ,RMSE with example I aslo can not read the graphical representation of regression evaluation
Comment from : @KalsoomBano-h6x


@nikhilgoyal007
super! thanks!
Comment from : @nikhilgoyal007


@inkurutimes
Well done 👍
Comment from : @inkurutimes


@mahshidz6676
thanks a lot for your explanationsbr Seems the MSE is like Brier score?!
Comment from : @mahshidz6676


@EasyAIForAll
Interesting how most people jump to the RECALL section Why? Is it a harder topic?
Comment from : @EasyAIForAll


@RollingcoleW
How about the differences here for a non-linear regression? :)
Comment from : @RollingcoleW


@ahmadebrahem4611
Thanks a lot I needed this clarification for my presentation
Comment from : @ahmadebrahem4611


@Lexxus28
great!
Comment from : @Lexxus28


@penelopeharo8591
Thank you so much, this video helped me understand the metrics in the clearest way possible
Comment from : @penelopeharo8591


@sultanaaa8282
"شكرا جزيلا لك"brThis means "thank you so much" in Arabic 🕴
Comment from : @sultanaaa8282


@narendrapratapsinghparmar91
Thanks for this informative lecture
Comment from : @narendrapratapsinghparmar91


@jamesadeke9873
Please ma, can you share the codes you used to plot the true positive rate vs false positive rate graph, PR curve? It looks so beautify and i can't get the exact, please help Thanks in advance
Comment from : @jamesadeke9873


@Mejhool-g5y
How to evaluate clustering algorithms like K-Means and Fuzzy C-Means
Comment from : @Mejhool-g5y


@haticeozbolat0371
Greatt
Comment from : @haticeozbolat0371


@forprogramming8541
This video helped me to pass the azure data scientist associate exam brThanks for the video
Comment from : @forprogramming8541


@aymanekanaoui9604
how to calculate the coefficient of determination (R2)
Comment from : @aymanekanaoui9604


@michaltrodler195
Idk i somehow seem not being capable of following this pace
Comment from : @michaltrodler195


@andresolbach
How do you pronounce "Accuracy"? Its so triggering lmaobrThats not american nor british english, right?
Comment from : @andresolbach


@louisawang1308
super clear explanation! I seldom leave comments, but this video totally amazed me!
Comment from : @louisawang1308


@greenbrothersuk
Well explained but might be good if you added something on threshold setting for binary classification
Comment from : @greenbrothersuk


@daniocionini7043
Thank you for the informative video
Comment from : @daniocionini7043


@xxelurraxx232
bINSANELY/b helpful Thank you bso/b much!
Comment from : @xxelurraxx232


@kristianfella-glanville
What do you think about repeated random data splitting eg you split the data 80 percent for train and 20 percent for test on a random basis that preserves the class structure vs k fold cross validation? Edit yep I now know this is worse
Comment from : @kristianfella-glanville


@kristianfella-glanville
Good video thanks
Comment from : @kristianfella-glanville


@sholay7255
Thank you for this video, Thank you so much I have questions to ask based on this model evaluation, my questions go like this sir, " is there a way to use the confusion matrix to know the exact datapoint in our dataset our model got wrongly during the predictive system? Also, Sir when we deploy our model to a web app using streamlit, can we use a confusion matrix to figure out which exact datapoint our model predicted wrongly by applying the confusion matrix to the final predictive system output in the web app ?
Comment from : @sholay7255


@DiwasTimilsina
Wow, thank you so much for these video I am a software engineer by trade but increasingly big tech companies have ML system design as one of their interview rounds Your content was amazingly helpful in preparing for those interviews!
Comment from : @DiwasTimilsina


@UnchartedBytes
thank you dear👏
Comment from : @UnchartedBytes


@amanpatil441
❤️
Comment from : @amanpatil441


@DaniyarRunning
Can you please upload code shortcuts of this metrics ?brThank you in advance
Comment from : @DaniyarRunning


@daniapy
Well explained! thank you soooooo much <3
Comment from : @daniapy

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