Revision 0d1cde0a
Added by Benoit Parmentier over 12 years ago
- ID 0d1cde0a30439c5dc7be316df4b0ddaca706ddd6
| climate/research/oregon/interpolation/Linear_reg.R | ||
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| 112 | 112 |
colnames(results_table)<-c("dates","ns","RMSE_A1", "RMSE_P1","RMSE_P2", "AIC_A1", "AIC_P1", "AIC_P2", "GCV_A1", "GCV_P1", "GCV_P2", "Deviance_A1", "Deviance_P1", "Deviance_P2")
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| 113 | 113 |
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| 114 | 114 |
win.graph() |
| 115 |
barplot(results_table$RMSE_A1/10,main="RMSE for the A1 models",names.arg=results_table$dates,ylab="Temp (deg. C)",xlab="interolated date") |
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| 115 |
barplot(results_table$RMSE_A1/10,main="RMSE for the A1 models",names.arg=results_table$dates,ylab="Temp (deg. C)",xlab="interpolated date")
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| 116 | 116 |
savePlot(paste("GAM_ANUSPLIN1_RMSE",out_prefix,".emf", sep=""), type="emf")
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| 117 | 117 |
win.graph() |
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barplot(results_table$RMSE_P1/10,main="RMSE for the P1 models",names.arg=results_table$dates,ylab="Temp ( deg. C)",xlab="interolated date") |
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| 118 |
barplot(results_table$RMSE_P1/10,main="RMSE for the P1 models",names.arg=results_table$dates,ylab="Temp ( deg. C)",xlab="interpolated date")
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| 119 | 119 |
savePlot(paste("GAM_PRISM1_RMSE",out_prefix,".emf", sep=""), type="emf")
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| 120 | 120 |
win.graph() |
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barplot(results_table$RMSE_P2/10,main="RMSE for the P2 models",names.arg=results_table$dates,ylab="Temp ( deg. C)",xlab="interolated date") |
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| 121 |
barplot(results_table$RMSE_P2/10,main="RMSE for the P2 models",names.arg=results_table$dates,ylab="Temp ( deg. C)",xlab="interpolated date")
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| 122 | 122 |
savePlot(paste("GAM_PRISM1_RMSE",out_prefix,".emf", sep=""), type="emf")
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| 123 | 123 |
win.graph() |
| 124 |
barplot(results_table$AIC_A1,main="AIC for the A1 models",names.arg=results_table$dates,ylab="Temp ( deg. C)",xlab="interolated date") |
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| 124 |
barplot(results_table$AIC_A1,main="AIC for the A1 models",names.arg=results_table$dates,ylab="Temp ( deg. C)",xlab="interpolated date")
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| 125 | 125 |
savePlot(paste("GAM_PRISM1_RMSE",out_prefix,".emf", sep=""), type="emf")
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| 126 | 126 |
win.graph() |
| 127 |
barplot(results_table$AIC_P1/10,main="AIC for the P1 models",names.arg=results_table$dates,ylab="Temp ( deg. C)",xlab="interolated date") |
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| 127 |
barplot(results_table$AIC_P1/10,main="AIC for the P1 models",names.arg=results_table$dates,ylab="Temp ( deg. C)",xlab="interpolated date")
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| 128 | 128 |
savePlot(paste("GAM_PRISM1_RMSE",out_prefix,".emf", sep=""), type="emf")
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| 129 | 129 |
win.graph() |
| 130 |
barplot(results_table$AIC_P2/10,main="AIC for the P2 models",names.arg=results_table$dates,ylab="Temp (0.1 X deg. C)",xlab="interolated date")
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| 130 |
barplot(results_table$AIC_P2/10,main="AIC for the P2 models",names.arg=results_table$dates,ylab="Temp (10 X deg. C)",xlab="interolated date")
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| 131 | 131 |
savePlot(paste("GAM_PRISM1_RMSE",out_prefix,".emf", sep=""), type="emf")
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| 132 | 132 |
win.graph() |
| 133 |
barplot(results_table$Deviance_A1/10,main="Deviance for the A1 models",names.arg=results_table$dates,ylab="Temp (0.1 X deg. C)",xlab="interolated date")
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| 133 |
barplot(results_table$Deviance_A1/10,main="Deviance for the A1 models",names.arg=results_table$dates,ylab="Temp (10 X deg. C)",xlab="interolated date")
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| 134 | 134 |
savePlot(paste("GAM_ANUSPLIN1_Deviance",out_prefix,".emf", sep=""), type="emf")
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| 135 | 135 |
win.graph() |
| 136 |
barplot(results_table$Deviance_P1/10,main="Deviance for the P1 models",names.arg=results_table$dates,ylab="Temp (0.1 X deg. C)",xlab="interolated date")
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| 136 |
barplot(results_table$Deviance_P1/10,main="Deviance for the P1 models",names.arg=results_table$dates,ylab="Temp (10 X deg. C)",xlab="interolated date")
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| 137 | 137 |
savePlot(paste("GAM_PRISM1_Deviance",out_prefix,".emf", sep=""), type="emf")
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| 138 | 138 |
win.graph() |
| 139 |
barplot(results_table$Deviance_P2/10,main="Deviance for the P2 models",names.arg=results_table$dates,ylab="Temp (0.1 X deg. C)",xlab="interolated date")
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| 139 |
barplot(results_table$Deviance_P2/10,main="Deviance for the P2 models",names.arg=results_table$dates,ylab="Temp (10 X deg. C)",xlab="interolated date")
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| 140 | 140 |
savePlot(paste("GAM_PRISM2_Deviance",out_prefix,".emf", sep=""), type="emf")
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| 141 | 141 |
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| 142 | 142 |
write.csv(results_table, file= paste(path,"/","results_GAM_Assessment",out_prefix,".txt",sep="")) |
Also available in: Unified diff
Changes in the diagnostics plots, barplots.