class_prob_rf | Get Class Prediction Probabilities |
condAccuracy | Plot conditional accuracy |
crossval_rf | Cross Validate Random Forests to get Categorical Accuracy |
density_plot | density plot for lake trophic modeling paper |
ecdf_ks_ci | Kolmogrov-Smirnoff CIs for a ecdf |
ecor_map | Create map of Ecoregions |
getCyanoAbund | Pulls down cyano abundance from NLA website |
getLakeIDs | getLakeIDs |
importancePlot | Random Forest Variable Importance Plotting |
iterVarSelRF | iterVarSelRF |
ltm | ltm. |
make_ts_map | helper function to generate each map |
multiplot | Create Mulitple Plots with ggplots (from Winston Chang) |
nlaMap | Create map of NLA samples |
partial_plot | Create parital dependence plot |
plotCdf | plotCDF Function to create CDFs of chla, ts, and cyano |
pred_prob_map | Create map of discrete predicted probabilities |
prob_cdf | Function to create CDFs of probability for each trophic state... |
runRandomForest | runRandomForest |
scatterPlot | Scatterplot for hkm2014esa poster |
sumTable | sumTable |
table_to_df | convert table to df |
ts_prob_map | Create map of trophic state probabilities |
varImportance | Variable Importance Summary |
varsel_plot | Plot varsel_regression output |
varsel_regression_rf | Variable Selection with Regression RF |
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