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new models + corrections tp preprocessing appendix (#219)
* new models + corrections * add pillar remote * missing comma
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DESCRIPTION

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@@ -59,6 +59,7 @@ Imports:
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nnet,
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parsnip,
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patchwork,
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pillar (>= 1.6.5.9001),
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pscl,
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poissonreg,
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prettyunits,
@@ -92,6 +93,7 @@ Imports:
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Remotes:
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tidymodels/dials,
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tidymodels/learntidymodels,
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r-lib/pillar,
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tidymodels/textrecipes
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biocViews: mixOmics
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Encoding: UTF-8

pre-proc-table.Rmd

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@@ -41,27 +41,29 @@ xp <- paste0(symbol$times, symbol$sup_plus)
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tab <-
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tribble(
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~ model, ~ dummy, ~ zv, ~ impute, ~ decorrelate, ~ normalize, ~ transform,
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"discrim_flexible()", tk, tk, tk, tk, x, cl,
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"discrim_flexible()", tk, x, tk, tk, x, cl,
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"discrim_linear()", tk, tk, tk, tk, x, cl,
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"discrim_regularized()", tk, tk, tk, tk, x, cl,
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"naive_Bayes()", x, tk, tk, cl1, x, x,
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"C5_rules()", x, x, x, x, x, x,
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"cubist_rules()", x, x, x, x, x, x,
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"rule_fit()", tk, x, tk, cl1, x, x,
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"rule_fit()", tk, x, tk, cl1, tk, x,
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"bag_mars()", tk, x, tk, cl, x, cl,
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"bag_tree()", x, x, x, cl1, x, x,
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"pls()", tk, tk, tk, x, tk, tk,
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"poisson_reg()", tk, tk, tk, tk, x, cl,
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"linear_reg()", tk, tk, tk, tk, x, cl,
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"mars()", tk, x, tk, cl, x, cl,
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"logistic_reg()", tk, tk, tk, tk, x, cl,
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"multinom_reg()", tk, tk, tk, tk, x, cl,
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"multinom_reg()", tk, tk, tk, tk, xp, cl,
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"decision_tree()", x, x, x, cl1, x, x,
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"rand_forest()", x, cl, tkp, cl1, x, x,
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"boost_tree()", xp, cl, tkp, cl1, x, x,
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"mlp()", tk, tk, tk, tk, tk, tk,
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"svm_*()", tk, tk, tk, tk, tk, tk,
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"nearest_neighbor()", tk, tk, tk, cl, tk, tk
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"nearest_neighbor()", tk, tk, tk, cl, tk, tk,
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"gen_additive_mod()", tk, tk, tk, tk, x, cl,
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"bart()", x, x, x, cl1, x, x
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)
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tab %>%

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