Revision 595bec19
Added by Benoit Parmentier almost 12 years ago
| climate/research/oregon/interpolation/GAM_fusion_analysis_raster_prediction_multisampling.R | ||
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#5)GAM fusion: possibilty of running GAM+FUSION or GAM+CAI and other options added |
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#The interpolation is done first at the monthly time scale then delta surfaces are added. |
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#AUTHOR: Benoit Parmentier |
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#DATE: 03/12/2013
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#DATE: 03/18/2013
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#PROJECT: NCEAS INPLANT: Environment and Organisms --TASK#568-- |
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################################################################################################### |
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source(file.path(script_path,"sampling_script_functions_03122013.R")) |
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source(file.path(script_path,"GAM_fusion_function_multisampling_03122013.R")) |
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source(file.path(script_path,"GAM_fusion_function_multisampling_validation_metrics_03122013.R"))
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source(file.path(script_path,"GAM_fusion_function_multisampling_validation_metrics_03182013.R"))
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###################### START OF THE SCRIPT ######################## |
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##Write out information concerning accuracy and predictions |
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outfile<-file.path(in_path,paste("assessment_measures_",out_prefix,".txt",sep=""))
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write.table(tb_diagnostic_v,file= outfile,row.names=FALSE,sep=",") |
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write.table(summary_metrics[[1]], file= outfile, append=TRUE,sep=",") #write out avg
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write.table(summary_metrics[[2]], file= outfile, append=TRUE,sep=",") #write out median
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write.table(x=as.data.frame(summary_metrics[[1]]), file= outfile, append=TRUE,sep=",") #write out avg
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write.table(x=as.data.frame(summary_metrics[[2]]), file= outfile, append=TRUE,sep=",") #write out median
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#################### CLOSE LOG FILE #################### |
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################### PREPARE RETURN OBJECT ############### |
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#Will add more information to be returned |
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raster_prediction_obj<-list(gamclim_fus_mod,gam_fus_mod,gam_fus_validation_mod,tb_diagnostic_v) |
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names(raster_prediction_obj)<-c("gamclim_fus_mod","gam_fus_mod","gam_fus_validation_mod","tb_diagnostic_v")
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raster_prediction_obj<-list(gamclim_fus_mod,gam_fus_mod,gam_fus_validation_mod,tb_diagnostic_v,summary_metrics) |
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names(raster_prediction_obj)<-c("gamclim_fus_mod","gam_fus_mod","gam_fus_validation_mod","tb_diagnostic_v",
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"summary_metrics_v") |
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save(raster_prediction_obj,file= paste("raster_prediction_obj_",out_prefix,".RData",sep=""))
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return(raster_prediction_obj) |
Also available in: Unified diff
Raster prediction gam fusion, modification in validation and output object