From 87dc2de245283ed5de0a39684ed48c004132669a Mon Sep 17 00:00:00 2001 From: Zach Deane-Mayer Date: Mon, 12 Aug 2024 23:30:52 -0400 Subject: [PATCH] kable-didnt-work --- README.md | 26 +++++++++++------------ README.rmd | 6 ------ man/figures/README-unnamed-chunk-3-1.png | Bin 92744 -> 104863 bytes man/figures/README-unnamed-chunk-4-1.png | Bin 97075 -> 100254 bytes vignettes/Version-4.0-New-Features.Rmd | 6 ------ vignettes/caretEnsemble-intro.Rmd | 11 +++------- 6 files changed, 16 insertions(+), 33 deletions(-) diff --git a/README.md b/README.md index dc77b44b..fa0124fb 100644 --- a/README.md +++ b/README.md @@ -46,10 +46,10 @@ print(summary(models)) #> The following models were ensembled: rf, glmnet #> #> Model accuracy: -#> model_name metric value sd -#> -#> 1: rf RMSE 1065.605 145.4863 -#> 2: glmnet RMSE 1206.800 175.7538 +#> model_name metric value sd +#> +#> 1: rf RMSE 960.6879 185.7793 +#> 2: glmnet RMSE 1129.2088 141.2402 ``` Then, use caretEnsemble to make a greedy ensemble of these models @@ -67,18 +67,18 @@ print(greedy_stack) #> Summary of sample sizes: 400, 400, 400, 400, 400 #> Resampling results: #> -#> RMSE Rsquared MAE -#> 1043.649 0.92586 543.4189 +#> RMSE Rsquared MAE +#> 935.4086 0.9478161 527.013 #> #> Tuning parameter 'max_iter' was held constant at a value of 100 #> #> Final model: #> Greedy MSE -#> RMSE: 1044.709 +#> RMSE: 933.8605 #> Weights: #> [,1] -#> rf 0.72 -#> glmnet 0.28 +#> rf 0.7 +#> glmnet 0.3 ggplot2::autoplot(greedy_stack, training_data = dat, xvars = c("carat", "table")) ``` @@ -100,8 +100,8 @@ print(rf_stack) #> Summary of sample sizes: 400, 400, 400, 400, 400 #> Resampling results: #> -#> RMSE Rsquared MAE -#> 1049.47 0.9219408 522.2029 +#> RMSE Rsquared MAE +#> 849.1342 0.9573736 456.2256 #> #> Tuning parameter 'mtry' was held constant at a value of 2 #> @@ -113,8 +113,8 @@ print(rf_stack) #> Number of trees: 500 #> No. of variables tried at each split: 2 #> -#> Mean of squared residuals: 1188152 -#> % Var explained: 91.49 +#> Mean of squared residuals: 669531.3 +#> % Var explained: 95.8 ggplot2::autoplot(rf_stack, training_data = dat, xvars = c("carat", "table")) ``` diff --git a/README.rmd b/README.rmd index d6de04db..da7c82bd 100644 --- a/README.rmd +++ b/README.rmd @@ -11,12 +11,6 @@ knitr::opts_chunk$set( fig.path = "man/figures/README-", out.width = "100%" ) -knitr::opts_chunk$set(render = function(x, options) { - if (is.data.frame(x) || is.matrix(x)) { - return(knitr::kable(x)) - } - knitr::knit_print(x) -}) ``` # caretEnsemble diff --git a/man/figures/README-unnamed-chunk-3-1.png b/man/figures/README-unnamed-chunk-3-1.png index 24c17d8d86e3bf0e39b04e134cc6818e6204f2c7..ff0a8ded6555197441384e99728da0622bc7a9ca 100644 GIT binary patch literal 104863 zcmZVl1yEc;w*?BH!Ciy9PO#vv!QFxr9D)UR9|8mj?h@QJxCDnF!3l1`-QDG%-21-z z-~C>7O))jYoI2g7_ugx-wK`l?Sq2@27zF?TbU9f`bpU|L0RYe%5(4xS@5ogy0D!}= zmXJ`jm5`Be`0U{P!O_IbLdL@0!r9tPT}B)L_@bgT4Xj8t--vwwS;s^>7BpQ{6p!)3 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