Man pages for elpidiofilho/mdsFuncs
Auxiliar functions to pre-process raster data and modelling with machine learning models using caret package

alignRastersAlign Rasters
bbox_to_polygonbbox to polygon
calc_NDI_combCalculate Normalized Difference Index (NDI) combinations
classify_equal_intervalClassify by equal interval
classify_kmeansClassify by kmeans
classify_quantileClassify by quantile
correl_feat_eliminHigh correlation feature
create_lat_long_rastersCreate lat long rasters
create_rfe_seedsCreate seeds to RFE function
create_train_seedsCreate training seeds
cut_rastercut raster
df_to_pointdf_to_point - dataframe to point
distance_gridDistance grid
epsg_adjustAdjust Raster epsg
epsg_brepsg_br epsg codes to Brazil
euc_disteuc_distance - Euclidean distance to a vector
extract_raster_contourExtract raster contour
geomorpho_altrelrelative height metrics
get_epsg_SIRGASGet epsg SIRGAS
get_epsg_WGSGet epsg WGS
get_utmEasily obtain UTM EPSG code
glcm_textureCalls the glcm package with useful settings
IsBiggerOrEqualCompare values >=
IsEqualCompare values ==
IsSmallerOrEqualCompare values <=
list_to_filerasterTitle convert lista de rasters em uma pilha de rasters
make_tilesmake tiles from a raster
mode_freqFrequency of modal values
mpsplinetFits a mass preserving spline
newSummary_regressionNew summary regression function
newSumm_classificationNew summary classification function
plot_rasterplot raster files
raster_dummyConverts Categorical Raster to Dummy Raster
raster_infoRecover info from spatRaster Create dataframe with...
region_groupRegion Group
stack_dummyraster stack to dummy
unique_value_rasterDetermine raster unique values
elpidiofilho/mdsFuncs documentation built on April 14, 2022, 5:40 p.m.