R: Classification Measures when Subclasses are Involved

# Classification Measures when Subclasses are Involved

## Documentation for package ‘CompClassMetrics’ version 1.0.1

- DESCRIPTION file
- Package NEWS

## Help Pages

adni2 | adni2
auco_func | R function that calculates the true values of AUCo when distribution is known
cdf_min_given_max_partial_upper | R function that calculates the conditional probability of minimum greater than y_min given maximum equals to y_max of random variables (upper tail probability of minimum given maximum)
cdf_min_max_partial | R function that calculates the partial of joint probability of min and max over max of NIND random variables
cdf_order_r | R function that calculates the probability of r-th order statistics of normal random variables (CDF of r-th order statistics)
CI.func | R function that calculates percentile confidence interval given an array of estimates
cvus_func | R function that calculates the true values of VUSC when distribution is known
f_order_max | R function that calculates the probability density of maximum of NIND random variables (PDF)
f_order_min | R function that calculates the probability density of minimum of NIND random variables (PDF)
get_max_min_permutations | R function for obtaining all combinations of maximum and minimum of a given dataset
humc_dynamic | R function that calculates empirical estimates of HUMcm
humc_fourclass | R function that calculates the true values of HUMcm when distribution is known
humc_min | R function that calculates the minimum of HUMcm under given structure
humc_npci | R function that calculates non-parametric bootstrap percentile confidence interval
humc_standard | R function to calculate the standardized HUMcm under given structure
plco | PLCO
rocc_curve | R function for plotting the overall ROC curve and chance curve
rocc_curve_emp | R function for plotting the empirical compound ROC curve and chance curve
rocc_surface | R function for plotting the compound ROC surface and chance surface
rocc_surface_emp | R function for plotting the empirical compound ROC surface and chance surface