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jchristo12 / fantasy_football

Files related to fantasy football analysis
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Advanced imputation of missing data #7

Closed jchristo12 closed 5 years ago

jchristo12 commented 5 years ago

Typically, I use decision trees to impute missing data. This is difficult because Scikit-learn does not handle missing data in other features.

Need to figure out a way to get around this.

jchristo12 commented 5 years ago

The NaN's in the columns that are being used for imputation are causing problems. Will have to train the data on data with no NaNs and then run the imputation.

Going to move forward with simple imputation and will mark decision tree (i.e. advanced imputation) as an enhancement.