tabulate_benchmarks: Tabulate benchmarks

In NaiaraLopezRojo/globalIRmap: What the Package Does (One Line, Title Case)

Description

Function to compile hyperparameters and performance statistics for a given random forest model into two summary tables.

Usage

tabulate_benchmarks(in_bm, in_bmid, inp_resdir = NULL, interthresh = NULL)

Arguments

in_bm	BenchmarkResult or file name of one stored on disk.
in_bmid	(character)Type of model. one of 'classif1' (selection of classification algorithm), 'regr1' (selection of regression model), 'classif2' (comparison between without and without variable selection).
inp_resdir	(character) path to results directory where in_bm is stored.
interthresh	(numeric) flow intermittence probability threshold above which to classify records as non-perennial.

Details

Function used to produce Tables S2 and Tables S3.

Value

list of two one-row table, one with hyperparameter values and the other with performance metrics.

NaiaraLopezRojo/globalIRmap documentation built on Dec. 17, 2021, 5:19 a.m.