Predictor performance with stratified data and imbalanced classes

EA Stone - Nature methods, 2014 - nature.com
To the Editor: Genome-wide, targeted loss-of-function pooled screens using the clustered,
regularly interspaced, short palindromic repeats (CRISPR)-associated nuclease Cas9 in …

Predicting service contract churn with decision tree models

V Pohjalainen - 2017 - aaltodoc.aalto.fi
Customer attrition is a central problem in sectors, whose revenue depend on customer
relationships and it is more costly to acquire new customers than it is to retain current ones …

[PDF][PDF] Proper reporting of predictor performance.

M Vihinen - nature methods, 2014 - portal.research.lu.se
Proper reporting of predictor performance. Vihinen, Mauno Page 1 Proper reporting of
predictor performance. Vihinen, Mauno Published in: Nature Methods DOI: 10.1038/nmeth.3032 …

Reply to:" Proper reporting of predictor performance"

S Kumar, J Ye, L Liu - nature methods, 2014 - nature.com
To the Editor: In many fields, including the study of genetic variation, prediction methods are
essential for interpreting experimental data, and it is important to present their performance …

[图书][B] A Coherent Classifier/Prediction/Diagnostic Problem Framework and Relevant Summary Statistics

EE Eiland - 2017 - search.proquest.com
Classification is a ubiquitous decision activity. Regardless of whether it is predicting the
future, eg, a weather forecast, determining an existing state, eg, a medical diagnosis, or …

Efficacious discriminant analysis (classifier) measures for end users

EE Eiland, LM Liebrock - Advances in Artificial Intelligence, 2016 - Wiley Online Library
Many problem domains utilize discriminant analysis, for example, classification, prediction,
and diagnoses, by applying artificial intelligence and machine learning. However, the results …