Algorithms for Class Distribution Estimation

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Documentation for package ‘mlquantify’ version 0.2.0

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ACC Adjusted Classify and Count
aeAegypti Males and Females Aedes Aegypti data from Maletzke (2019)
CC Classify and Count
DyS DyS Framework
EMQ Expectation-Maximization Quantification
getTPRandFPRbyThreshold Estimates true and false positive rates
HDy_LP HDy with Laplace smoothing
KUIPER Quantification method based on Kuiper's test
MAX Threshold selection method
MKS Mixable Kolmogorov Smirnov
MS Median Sweep
MS2 Threshold selection method. Median Sweep
PACC Probabilistic Adjusted Classify and Count
PCC Probabilistic Classify and Count
PWK Proportion-weighted k-nearest neighbor
SMM Sample Mean Matching
SORD Sample ORD Dissimilarity
T50 Threshold selection method
X Threshold selection method