nb_updated_grid_scores_only: Function: Grid search to estimate predicted values and...

In acweisha/gFPCAClassif: Classification of Binary Functional Data

Description

Function: Grid search to estimate predicted values and estimate the values of h

Usage

nb_updated_grid_scores_only(
  scores,
  classes,
  prior_g,
  scores_test,
  min.h = 0.01,
  max.h = 1.5,
  CV = 10,
  n_grid = 10,
  return_h = F,
  return_prob = F
)

Arguments

scores	N x K matrix of 1st level scores in the training set
classes	Group labels vector of length N
prior_g	vector of prior probability of being in each group, sums up to 1
scores_test	N_test x K matrix of scores in the testing set
min.h	min possible value for the multiplier
max.h	maximum possible value for the multiplier
CV	Number of folds for cross validation
n_grid	number of values between min.h and max.h to search over
return_h	T/F to return the value of the multiplier
return_prob	T/F to return group Bayes classifier probability for each individual in testing set

Value

predictions from the grid search

acweisha/gFPCAClassif documentation built on Dec. 18, 2021, 10:23 p.m.