├── LICENSE ├── LSM Tool Pack.tbx ├── README.md ├── img ├── PerformanceEvaluator.gif ├── RanFor.gif ├── RasterStack.gif ├── addtoolbox1.gif ├── dataPreparation.gif ├── featureSelection.gif └── logisticReg.gif ├── recipes.zip ├── sample-data-results ├── README.md ├── comparison-results │ ├── LogRegALLQuantile4.xls │ └── RanForALLQuantile4.xls ├── feature-selection │ ├── chi-square │ │ ├── Kolmogorov-Smirnov_FNames.csv │ │ ├── OneS-T-Test_FNames.csv │ │ ├── Variance_FNames.csv │ │ ├── Wilcoxon_FNames.csv │ │ └── results.xlsx │ ├── information-gain │ │ ├── Kolmogorov-Smirnov_FNames.csv │ │ ├── OneS-T-Test_FNames.csv │ │ ├── Variance_FNames.csv │ │ ├── Wilcoxon_FNames.csv │ │ └── results.xlsx │ ├── random-forest │ │ ├── Kolmogorov-Smirnov_FNames.csv │ │ ├── OneS-T-Test_FNames.csv │ │ ├── Variance_FNames.csv │ │ ├── Wilcoxon_FNames.csv │ │ └── results.xlsx │ └── spearmans-rank-correlation-coefficient │ │ ├── Kolmogorov-Smirnov_FNames.csv │ │ ├── OneS-T-Test_FNames.csv │ │ ├── Variance_FNames.csv │ │ ├── Wilcoxon_FNames.csv │ │ └── results.xlsx └── produce-raster-map │ └── RanForKolmogorov-SmirnovStack.tif ├── sample-data ├── README.md ├── inventoryShape.zip ├── stackData.tif ├── stackNames.csv ├── trainData.tif └── validationData.tif └── scripts ├── 7_SupportVectorMachines.R ├── 8_ExtremeGradientBoosting.R ├── LSMComparison.R ├── createRasterStack.R ├── featureSelection.R ├── logisticRegression.R ├── randomForest.R └── trainValidationSplit.R /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/emrehanks/R-ArcGIS-LSM_ToolPack/HEAD/LICENSE -------------------------------------------------------------------------------- /LSM Tool Pack.tbx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/emrehanks/R-ArcGIS-LSM_ToolPack/HEAD/LSM Tool Pack.tbx -------------------------------------------------------------------------------- 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