The Confusion Matrix : Data Science Basics

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Confusion Matrix is indeed confusing at first, but after taking a deep glance at it and figuring out what those FP, FN words really convey, it's really easy!

harshsharma
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Great video!! BTW I hate the TruePositive, FalsePositive etc, taxonomy because It's so CONFUSING (heh), I prefer to use False alarm(FalsePositive), and Missed (or Missed defect, or something in this way - FalseNegative), because I can much easier imagine the Red alarm going insane in some building "sir rockets are coming" and then someone just says "oooh its just false alarm". And I can easily imagine another similiar situation for the Missed example..

danielkarasek
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It seems to me that a confusion matrix is very similar to a Chi-Square result? My prof had us summarize Chi-Square with table as well.

michaelmoore
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As always, it is another great video. I would like to hear from you about the multi-class classification model assessments.

THerath
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Thanks for the awesome content. I could not get quit well the Recall. Please explain a bit more here. Thanks

parwizibrahimi