
HandTill2001
 Referenced in 60 articles
[sw11200]
 costs of the different kinds of misclassification. However, the simple form is only applicable ... give costs for the different kinds of misclassification...

AdaCost
 Referenced in 25 articles
[sw33192]
 AdaCost: Misclassification costsensitive boosting. AdaCost, a variant of AdaBoost, is a misclassification costsensitive ... boosting method. It uses the cost of misclassifications to update the training distribution on successive ... purpose is to reduce the cumulative misclassification cost more than AdaBoost. We formally show that ... AdaCost reduces the upper bound of cumulative misclassification cost of the training set. Empirical evaluations...

abc
 Referenced in 34 articles
[sw14871]
 estimates, and to calculate the misclassification probabilities of different models...

MixSim
 Referenced in 26 articles
[sw07914]
 overlap, defined as a sum of two misclassification probabilities, measures the degree of interaction between...

tree
 Referenced in 16 articles
[sw11163]
 find the deviance or number of misclassifications as a function of the costcomplexity parameter...

ada
 Referenced in 15 articles
[sw09505]
 rules with ”mediocre” performance in terms of misclassification error rate to produce a highly accurate...

ENDER
 Referenced in 14 articles
[sw12831]
 with respect to the tradeoff between misclassification (discrimination) and coverage (completeness) of the rule...

rpartScore
 Referenced in 5 articles
[sw14366]
 Generalized Gini impurity function, where the misclassification costs are given by the absolute or squared ... response. Pruning is based on the total misclassification rate or on the total misclassification cost...

Foolbox
 Referenced in 2 articles
[sw20935]
 allows different adversarial criteria such as targeted misclassification and topk misclassification as well...

Daim
 Referenced in 2 articles
[sw12313]
 bootstrap estimation of the misclassification rate, sensitivity, specificity and AUC. If an application is computationally...

episensr
 Referenced in 2 articles
[sw15562]
 relative risks adjusting for unmeasured confounding and misclassification of the exposure/outcome, or both. It follows...

augSIMEX
 Referenced in 1 article
[sw32773]
 Data with Mixed Measurement Error and Misclassification in Covariates. Implementation of the augmented SimulationExtrapolation ... data with mixed measurement error and misclassification. The main function provides a similar summary output...

ProbExplorer
 Referenced in 1 article
[sw18625]
 suspicious regions (e.g. tumors) and correct the misclassification results using a novel uncertaintybased segmentation...

VRBFDT
 Referenced in 1 article
[sw22448]
 predicted label of the instance and finally misclassification. In this paper, a variance reduction based...

TangentBoost
 Referenced in 1 article
[sw29974]
 addition, TangentBoost gives penalties not only misclassification but also true classification margin in order...

poisDoubleSamp
 Referenced in 1 article
[sw30133]
 Poisson rates under oneway differential misclassification using double sampling. Wald, profile likelihood, and marginal...

BayesMFSurv
 Referenced in 1 article
[sw33201]
 split population survival estimator that models the misclassification probability of failure versus rightcensored events...

misclassGLM
 Referenced in 0 articles
[sw16680]
 that extend the standard GLM to take misclassification into account. The models require side information ... from a secondary data set on the misclassification process, i.e. some sort of misclassification probabilities...

Biocomb
 Referenced in 0 articles
[sw15143]
 estimate the classifier performance under unequal misclassification costs problem. Biocomb has the special function...