Click on title to download individual files attached to this item.
7Q10_ar_ia_ks_mo_ne_ok_metadata.xml
Original FGDC Metadata
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View
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19.66 KB |
application/fgdc+xml |
model_archive_readme.pdf
“readme”
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468.79 KB |
application/pdf |
gagesII_sept30_2011_var_desc.csv
“description of variables in gagesII”
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189.32 KB |
text/csv |
lowflow_ar_ia_ks_mo_ne_ok_gagesII_2015.csv
“input data file”
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200 KB |
text/csv |
data_prep.R
“prepares input file”
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7.36 KB |
text/x-rsrc |
var_imp.R
“calculate variable importance”
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3.62 KB |
text/x-rsrc |
stack_models.R
“stacked ensemble model”
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2.4 KB |
text/x-rsrc |
train_bl_models.R
“train baseline models”
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3.47 KB |
text/x-rsrc |
train_ml_models.R
“train machine learning models”
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4.38 KB |
text/x-rsrc |
main.R
“main R script”
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6.6 KB |
text/x-rsrc |
make_plots.R
“script to make plots”
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3.74 KB |
text/x-rsrc |
partial_dependence.R
“calculate partial dependence”
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3.14 KB |
text/x-rsrc |
region_of_influence.R
“region of influence tobit”
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501 Bytes |
text/x-rsrc |
roi_lcr_tobit.R
“region of influence tobit”
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1.31 KB |
text/x-rsrc |
fit_metrics.R
“calculates fit metrics”
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1.35 KB |
text/x-rsrc |
gather_cv_predictions.R
“makes loo-cv predictions using optimal parameters”
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5.23 KB |
text/x-rsrc |
lcr_tobit.R
“left-censored tobit”
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980 Bytes |
text/x-rsrc |
ordinary_kriging.R
“ordinary kriging script”
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3.11 KB |
text/x-rsrc |
bayes_optim_caret.R
“Bayesian optimization R function”
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1.88 KB |
text/x-rsrc |
