Classification Measures when Subclasses are Involved

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Documentation for package ‘CompClassMetrics’ version 1.0.0

• 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