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allow custom aggregation method for randomForest #10

@markvanderloo

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@markvanderloo

by predicting with predict.all=TRUE we get the matrix of predictions. Row-wise aggergation can be customized (but it may cost a lot of memory as the matrix of predictions equals nrow(newdata) x ntree)

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