An application of nonparametric predictive inference for multinomial data (NPI) to
classification tasks is presented. This model is applied to an established procedure for …

Scientific Computing relies on executing computer algorithms coded in some programming
languages. Given a particular available hardware, algorithms speed is a crucial factor. There …

Many versions of cross-validation (CV) exist in the literature; and each version, in addition,
has different variants. All are used interchangeably by many practitioners; yet, without …

Measuring the accuracy of diagnostic tests is crucial in many application areas, in particular
medicine and health care. The receiver operating characteristic (ROC) surface is a useful …

Measuring the accuracy of diagnostic tests is crucial in many application areas including
medicine, health care and credit scoring. Good methods for determining diagnostic accuracy …

The prediction of brain metastasis (BM) response to stereotactic radiosurgery could assist
clinicians when choosing BM treatments. This study investigates the prediction of in-field …

The multiple-biomarker classifier problem and its assessment are reviewed against the
background of some fundamental principles from the field of statistical pattern recognition …

Many versions of cross-validation (CV) exist in the literature; and each version though has
different variants. All are used interchangeably by many practitioners; yet, without …

Nested Cavity Classifier (NCC) is a classification rule that pursues partitioning the feature
space, in parallel coordinates, into convex hulls to build decision regions. It is claimed in …

Editorial: Second Issue for Computational Statistics for Clinical Research: Computational
Statistics & Data Analysis: Vol 56, No 5 skip to main content ACM Digital Library home ACM …