Classification Measures when Subclasses are Involved

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Documentation for package ‘CompClassMetrics’ version 0.1.0

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adni2 adni2
AUCofunc R function that calculates the true values of AUCo when distribution is known
CI.func R function that calculates percentile confidence interval given an array of estimates
CVUS.calc.func R function that calculates the true values of VUSC when distribution is known
F_min_given_max_partial_gamma_upper R function that calculates the conditional probability of minimum greater than y_min given maximum equals to y_max of gamma random variables (upper tail of conditional probability of minimum given maximum)
F_min_given_max_partial_normal_upper R function that calculates the conditional probability of minimum greater than y_min given maximum equals to y_max of normal random variables (upper tail probability of minimum given maximum)
F_min_max_partial_gamma R function that calculates the partial of joint probability of min and max over max of NIND gamma random variables
F_min_max_partial_normal R function that calculates the partial of joint probability of min and max over max of NIND normal random variables
f_order_max_gamma R function that calculates the probability density of maximum of gamma random variables (PDF)
f_order_max_normal R function that calculates the probability density of maximum of NIND normal random variables (PDF)
f_order_min_gamma R function that calculates the probability density of minimum of gamma random variables (PDF)
f_order_min_normal R function that calculates the probability density of minimum of NIND normal random variables (PDF)
F_order_r_gamma R function that calculates the probability of r-th order statistics of gamma random variables (CDF of r-th order statistics)
F_order_r_normal R function that calculates the probability of r-th order statistics of normal random variables (CDF of r-th order statistics)
get_max_min_permutations R function for obtaining all combinations of maximum and minimum of a given dataset
hum.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_NPCI R function that calculates non-parametric bootstrap percentile confidence interval
HUM_min R function that calculates the minimum of HUMcm under given structure
HUM_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_Surface R function for plotting the compound ROC surface and chance surface