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Carranza, Emmanuel John M., Laborte, Alice G. (2015) Random forest predictive modeling of mineral prospectivity with small number of prospects and data with missing values in Abra (Philippines) Computers & Geosciences, 74. 60-70 doi:10.1016/j.cageo.2014.10.004

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Reference TypeJournal (article/letter/editorial)
TitleRandom forest predictive modeling of mineral prospectivity with small number of prospects and data with missing values in Abra (Philippines)
JournalComputers & Geosciences
AuthorsCarranza, Emmanuel John M.Author
Laborte, Alice G.Author
Year2015 (January)Volume74
PublisherElsevier BV
DOIdoi:10.1016/j.cageo.2014.10.004Search in ResearchGate
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Mindat Ref. ID454156Long-form Identifiermindat:1:5:454156:5
GUID0
Full ReferenceCarranza, Emmanuel John M., Laborte, Alice G. (2015) Random forest predictive modeling of mineral prospectivity with small number of prospects and data with missing values in Abra (Philippines) Computers & Geosciences, 74. 60-70 doi:10.1016/j.cageo.2014.10.004
Plain TextCarranza, Emmanuel John M., Laborte, Alice G. (2015) Random forest predictive modeling of mineral prospectivity with small number of prospects and data with missing values in Abra (Philippines) Computers & Geosciences, 74. 60-70 doi:10.1016/j.cageo.2014.10.004
In(2015) Computers & Geosciences Vol. 74. Elsevier BV

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Carranza, Emmanuel John M.; Laborte, Alice G. (2015) Data-driven predictive mapping of gold prospectivity, Baguio district, Philippines: Application of Random Forests algorithm. Ore Geology Reviews, 71. doi:10.1016/j.oregeorev.2014.08.010
Carranza, Emmanuel John M., Laborte, Alice G. (2016) Data-Driven Predictive Modeling of Mineral Prospectivity Using Random Forests: A Case Study in Catanduanes Island (Philippines) Natural Resources Research, 25 (1) 35-50 doi:10.1007/s11053-015-9268-x
Yousefi, Mahyar, Carranza, Emmanuel John M. (2015) Fuzzification of continuous-value spatial evidence for mineral prospectivity mapping. Computers & Geosciences, 74. 97-109 doi:10.1016/j.cageo.2014.10.014
Carranza, Emmanuel John M. (2009) Objective selection of suitable unit cell size in data-driven modeling of mineral prospectivity. Computers & Geosciences, 35 (10) 2032-2046 doi:10.1016/j.cageo.2009.02.008
Carranza, Emmanuel John M. (2004) Weights of Evidence Modeling of Mineral Potential: A Case Study Using Small Number of Prospects, Abra, Philippines. Natural Resources Research, 13 (3) 173-187 doi:10.1023/b:narr.0000046919.87758.f5
Carranza, Emmanuel John M. (2015) Data-Driven Evidential Belief Modeling of Mineral Potential Using Few Prospects and Evidence with Missing Values. Natural Resources Research, 24 (3) 291-304 doi:10.1007/s11053-014-9250-z
Yousefi, Mahyar, Carranza, Emmanuel John M. (2015) Prediction–area (P–A) plot and C–A fractal analysis to classify and evaluate evidential maps for mineral prospectivity modeling. Computers & Geosciences, 79. 69-81 doi:10.1016/j.cageo.2015.03.007
Yousefi, Mahyar, Carranza, Emmanuel John M. (2015) Geometric average of spatial evidence data layers: A GIS-based multi-criteria decision-making approach to mineral prospectivity mapping. Computers & Geosciences, 83. 72-79 doi:10.1016/j.cageo.2015.07.006
Ziaii, Mansour, Carranza, Emmanuel John M., Ziaei, Mahdi (2011) Application of geochemical zonality coefficients in mineral prospectivity mapping. Computers & Geosciences, 37 (12) 1935-1945 doi:10.1016/j.cageo.2011.05.009
Zuo, Renguang, Carranza, Emmanuel John M. (2011) Support vector machine: A tool for mapping mineral prospectivity. Computers & Geosciences, 37 (12) 1967-1975 doi:10.1016/j.cageo.2010.09.014
Carranza, Emmanuel John M. (2011) Geocomputation of mineral exploration targets. Computers & Geosciences, 37 (12) 1907-1916 doi:10.1016/j.cageo.2011.11.009
 
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