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Random Forest Accuracy
OsamaAnmar
Member Posts: 4 Newbie
Why the accuracy of random forest (majority voting) different between each experiment Although I use the same parameters in each experiment (Knn imputing, Binning, Forward Selection)
first experiment: 91.97
second experiment : 92.03
third experiment : 91.85
first experiment: 91.97
second experiment : 92.03
third experiment : 91.85
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Best Answer
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Optionshughesfleming68 Member Posts: 323 UnicornMost learning operators use randomness in some form. You can get repeatable results by ticking the local random seed box. Is this a good idea? There are pros and cons. A valid alternative is to take the average of multiple runs but in many cases setting the random seed is the best way to go especially if other people need to reproduce your results.5
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