fm.track: Track Model's Performance

Description Usage Arguments

Description

track model's performance on two datasets, the performance are measured by evaluate.metric

Usage

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fm.track(object, data = NULL, newdata = NULL, data.normalize = TRUE, newdata.normalize = TRUE,
                evaluate.metric = c("LL", "AUC", "ACC", "RMSE", "MAE"))

Arguments

object

a FM object

data, newdata

objects created by fm.matrix

data.normalize

whether to normalize data

newdata.normalize

whether to normalize newdata

evaluate.metric

a character, "RMSE"、"MAE" for regression model or "AUC"、"ACC"、"LL" for classification model


evanwang1990/FMwR documentation built on May 16, 2019, 9:38 a.m.