Papers Multiclass Quantification
“Multiclass Quantification” 태그가 달린 논문 3편 · 필터 해제
Kernel Density Estimation for Multiclass Quantification
2023-12-31
· Alejandro Moreo, Pablo González, Juan José del Coz
Several disciplines, like the social sciences, epidemiology, sentiment analysis, or market research, are interested in knowing the distribution of the classes in a population rather than the individual labels of the memb…
Density EstimationEpidemiologyMulticlass QuantificationSentiment AnalysisLeQua@CLEF2022: Learning to Quantify
2021-11-22
· Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
LeQua 2022 is a new lab for the evaluation of methods for "learning to quantify" in textual datasets, i.e., for training predictors of the relative frequencies of the classes of interest in sets of unlabelled textual doc…
Binary QuantificationFormMulticlass QuantificationA Comparative Evaluation of Quantification Methods
2021-03-04
· Tobias Schumacher, Markus Strohmaier, Florian Lemmerich
Quantification represents the problem of estimating the distribution of class labels on unseen data. It also represents a growing research field in supervised machine learning, for which a large variety of different algo…
Multiclass Quantification
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