Timeline for Does Support Vector Machine handle imbalanced Dataset?
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Oct 31, 2014 at 12:51 | comment | added | Dikran Marsupial | It is exactly equivalent to weighting the class errors, but that is not the same thing as resampling the data (for a start the weights are continuously variable, but the data are discrete). It is one of asymptotic expectation results (that don't seem particularly useful in most circumstances). | |
Oct 30, 2014 at 21:16 | comment | added | seanv507 | Dikran why is it only asymptotically equivalent...surely it is exactly equivalent to weighting the different class errors differently? | |
Oct 30, 2014 at 19:44 | history | answered | Dikran Marsupial | CC BY-SA 3.0 |