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

In 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

.classificationPerformance(
  index,
  classifier,
  train_x_list,
  train_y_list,
  valid_x,
  valid_y,
  top_K
)

Arguments

index

protein abundance data for one protein.

Value

A list with (1) predictive accuracy on validation set and (2) the trained classification model

MSstatsSampleSize documentation built on Nov. 8, 2020, 4:53 p.m.