dot-classification_performance: For each simulated dataset, calculate predictive accuracy on...

In Vitek-Lab/MSstatsSampleSize: Simulation tool for optimal design of high-dimensional MS-based proteomics experiment

Description

For each simulated dataset, calculate predictive accuracy on validation set

Usage

.classification_performance(
  index,
  classifier,
  train_x_list,
  train_y_list,
  valid_x,
  valid_y,
  top_K,
  tunegrid
)

Arguments

index	protein abundance data for one protein.
classifier	A character string with the name of the classifier to be used

Value

A list with (1) predictive accuracy on validation set and (2) the important features

Vitek-Lab/MSstatsSampleSize documentation built on Aug. 28, 2020, 10:39 a.m.