This function uses the MICE methodology to impute missing values.
impute(df, m = 5, iters = 5, seed = 0, quiet = FALSE)Dataframe. Dataframe to transform
Integer. Number of multiple imputations
Integer. Number of iterations
Integer. Set a seed for reproducibility
Boolean. Keep quiet? (or print replacements)
Other Data Wrangling: balance_data,
calibrate, categ_reducer,
cleanText, date_feats,
dateformat, formatNum,
formatTime, holidays,
left, normalize,
numericalonly, ohse,
one_hot_encoding_commas,
rbind_full, removenacols,
removenarows, replaceall,
right, textFeats,
textTokenizer, vector2text,
year_month, year_week
Other Machine Learning: ROC,
clusterKmeans, conf_mat,
export_results, gain_lift,
h2o_automl, h2o_predict_API,
h2o_predict_MOJO,
h2o_predict_binary,
h2o_predict_model,
h2o_selectmodel, iter_seeds,
model_metrics, mplot_conf,
mplot_cuts_error, mplot_cuts,
mplot_density, mplot_full,
mplot_gain, mplot_importance,
mplot_lineal, mplot_metrics,
mplot_response, mplot_roc,
mplot_splits, msplit