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Update 2-modeling.R

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Kyle Belanger 2023-01-31 16:04:06 -05:00
parent 3fb002a12f
commit 1b72be4248
1 changed files with 7 additions and 0 deletions
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ML/2-modeling.R
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@ -75,3 +75,10 @@ rf_predict <- ds_train %>%
ys$accuracy(rf_predict, ft4_dia, .pred_class)
ys$conf_mat(rf_predict, ft4_dia, .pred_class)
ggplot2::autoplot(ys$roc_curve(rf_predict, ft4_dia, `.pred_Hypo`:`.pred_Non-Hyper`))
ys$sensitivity(rf_predict,ft4_dia, .pred_class, estimator = "macro_weighted")
ys$sensitivity(rf_predict,ft4_dia, .pred_class, estimator = "micro")
ys$roc_auc(rf_predict, ft4_dia, `.pred_Hypo`, `.pred_Non-Hypo`, `.pred_Hyper`, `.pred_Non-Hyper`)