The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers

Estimating the prediction performance of spatial models via spatial k-fold cross validation

(2017) Jonne Pohjankukka et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Prediction–area (P–A) plot and C–A fractal analysis to classify and evaluate evidential maps for mineral prospectivity modeling

(2015) Mahyar Yousefi et al.   COMPUTERS & GEOSCIENCES

Predictive mapping of prospectivity for orogenic gold, Giyani greenstone belt (South Africa)

(2015) Emmanuel John M. Carranza et al.   ORE GEOLOGY REVIEWS

Receiver operating characteristics (ROC) as validation tool for prospectivity models — A magmatic Ni–Cu case study from the Central Lapland Greenstone Belt, Northern Finland

(2015) Vesa Nykänen et al.   ORE GEOLOGY REVIEWS

Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines

(2015) V. Rodriguez-Galiano et al.   ORE GEOLOGY REVIEWS

Correcting for Optimistic Prediction in Small Data Sets

(2014) Gordon C. S. Smith et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Spatial leave-one-out cross-validation for variable selection in the presence of spatial autocorrelation

(2014) Kévin Le Rest et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Support vector machine for multi-classification of mineral prospectivity areas

(2012) Maysam Abedi et al.   COMPUTERS & GEOSCIENCES

Efficient cross-validation for kernelized least-squares regression with sparse basis expansions

(2012) Tapio Pahikkala et al.   MACHINE LEARNING

An experimental comparison of cross-validation techniques for estimating the area under the ROC curve

(2010) Antti Airola et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Techniques for evaluating the performance of landslide susceptibility models

(2009) Paolo Frattini et al.   ENGINEERING GEOLOGY

Radial Basis Functional Link Nets Used as a Prospectivity Mapping Tool for Orogenic Gold Deposits Within the Central Lapland Greenstone Belt, Northern Fennoscandian Shield

(2008) Vesa Nykänen   Natural Resources Research

On Blind Tests and Spatial Prediction Models

(2008) Andrea G. Fabbri et al.   Natural Resources Research