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+#> Petal.Width 0.001878121 +#> Sepal.Width 0.005682693 plot(s) plot(s, err_type = "SD") # Standard deviations instead of standard errors @@ -299,8 +299,8 @@

Examples

s <- perm_importance(fit, X = iris, y = "Sepal.Length", v = v, verbose = FALSE) s #> Permutation importance -#> petal species -#> 3.105256 0.344067 +#> petal species +#> 3.1239316 0.3912497 plot(s) @@ -310,10 +310,10 @@

Examples

#> | | | 0% | |======================= | 33% | |=============================================== | 67% | |======================================================================| 100% s #> Permutation importance (relative) -#> Sepal.Length Sepal.Width -#> Petal.Length 4.428275e+01 1.890541 -#> Species 1.479328e+01 21.592093 -#> Petal.Width 3.256746e-04 5.411990 +#> Sepal.Length Sepal.Width +#> Petal.Length 44.3499855743 1.858664 +#> Species 14.0979005994 21.034003 +#> Petal.Width -0.0008230921 5.639679 plot(s) plot(s, swap_dim = TRUE, top_m = 2) diff --git a/reference/sub-.hstats_matrix-1.png b/reference/sub-.hstats_matrix-1.png index c758c30ab95fa1038794930fe6a0712ad08fbf68..a24d2a31f1e86b6f58acae57aa2b64a7482923e6 100644 GIT binary patch literal 22761 zcmeIa2UwG7n>LK&C^Hs#9lMB(Bcg(UihxLShEWU%C{=1ynslk5h2S{Kj0H3_sj&f4 zqf|o+>Ig!BP(uw-A+%5f1VVs(*UilC_aA@T-GBG{kKJ!)4#xn7C(m==S3S@3x_`fD zsJnT?o(&=*BAYSie>N5oSr;fGvi90H>)|IoaZjh0- 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b/reference/sub-.hstats_matrix.html index d6037270..a57d9c57 100644 --- a/reference/sub-.hstats_matrix.html +++ b/reference/sub-.hstats_matrix.html @@ -94,24 +94,24 @@

Examples

head(imp, 1) #> Permutation importance #> Sepal.Length Sepal.Width -#> 5.4534220 0.1049786 +#> 5.2953296 0.1078878 tail(imp, 2) #> Permutation importance #> Sepal.Length Sepal.Width -#> Species 2.4677256 1.8977747 -#> Petal.Width 0.1018576 0.5287867 +#> Species 2.488101 1.9310019 +#> Petal.Width 0.114747 0.5645228 imp[1, "Sepal.Length"] #> Permutation importance -#> [1] 5.453422 +#> [1] 5.29533 imp[1] #> Permutation importance #> Sepal.Length Sepal.Width -#> 5.4534220 0.1049786 +#> 5.2953296 0.1078878 imp[, "Sepal.Width"]$SE #> Sepal.Width -#> Petal.Length 0.01018976 -#> Species 0.05445040 -#> Petal.Width 0.02720515 +#> Petal.Length 0.007460402 +#> Species 0.036068591 +#> Petal.Width 0.041496369 plot(imp[, "Sepal.Width"])