diff --git a/docs/articles/benchmarks_discretize.html b/docs/articles/benchmarks_discretize.html index b74eb77..1bfa48d 100644 --- a/docs/articles/benchmarks_discretize.html +++ b/docs/articles/benchmarks_discretize.html @@ -29,7 +29,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1 diff --git a/docs/articles/get_started.html b/docs/articles/get_started.html index 6372ec6..1c02837 100644 --- a/docs/articles/get_started.html +++ b/docs/articles/get_started.html @@ -29,7 +29,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1 diff --git a/docs/articles/index.html b/docs/articles/index.html index a39f9af..d3554ae 100644 --- a/docs/articles/index.html +++ b/docs/articles/index.html @@ -58,7 +58,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1 diff --git a/docs/authors.html b/docs/authors.html index 129d99a..8a55db9 100644 --- a/docs/authors.html +++ b/docs/authors.html @@ -58,7 +58,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1 diff --git a/docs/index.html b/docs/index.html index eacc43c..2fe200c 100644 --- a/docs/index.html +++ b/docs/index.html @@ -32,7 +32,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1 diff --git a/docs/news/index.html b/docs/news/index.html index d208793..35a35b4 100644 --- a/docs/news/index.html +++ b/docs/news/index.html @@ -58,7 +58,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1 diff --git a/docs/reference/cut_attrs.html b/docs/reference/cut_attrs.html index 3548ad6..40f71c4 100644 --- a/docs/reference/cut_attrs.html +++ b/docs/reference/cut_attrs.html @@ -62,7 +62,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1 @@ -146,7 +146,7 @@

Examp 

 x <- information_gain(Species ~ ., iris)
 cut_attrs(attrs = x)
#> [1] "Petal.Width"  "Petal.Length"
to_formula(cut_attrs(attrs = x), "Species")
#> Species ~ Petal.Width + Petal.Length
-#> <environment: 0x561425586438>
cut_attrs(attrs = x, k = 1)
#> [1] "Petal.Width"
+#> <environment: 0x5580a61fa228>
cut_attrs(attrs = x, k = 1)
#> [1] "Petal.Width"
diff --git a/docs/reference/discretize_transform.html b/docs/reference/discretize_transform.html index e315ac4..bf6f3e7 100644 --- a/docs/reference/discretize_transform.html +++ b/docs/reference/discretize_transform.html @@ -61,7 +61,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1 diff --git a/docs/reference/feature_search.html b/docs/reference/feature_search.html index c52fb23..306a156 100644 --- a/docs/reference/feature_search.html +++ b/docs/reference/feature_search.html @@ -63,7 +63,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1 @@ -231,13 +231,13 @@

Examp fun = evaluator, data = iris) )
#> user system elapsed -#> 0.169 0.000 0.170
system.time( +#> 0.168 0.004 0.172
system.time( feature_search(attributes = names(iris)[-5], fun = evaluator, data = iris, parallel = FALSE) )
#> user system elapsed -#> 0.163 0.000 0.163
+#> 0.165 0.000 0.165
# Optional exhaustive search. system.time( feature_search(attributes = names(iris)[-5], @@ -245,14 +245,14 @@

Examp data = iris, mode = "exhaustive") )

#> user system elapsed -#> 0.253 0.000 0.253
system.time( +#> 0.238 0.000 0.238
system.time( feature_search(attributes = names(iris)[-5], fun = evaluator, data = iris, mode = "exhaustive", parallel = FALSE) )
#> user system elapsed -#> 0.267 0.000 0.267
+#> 0.251 0.000 0.251
# 2) Maximize R^2 statistics in the linear regression model/problem. evaluator_R2_lm <- function(attributes, data, dependent = names(iris)[1]) { @@ -290,7 +290,7 @@

Examp #> { #> summary(lm(to_formula(attributes, dependent), data = data))$r.squared #> } -#> <environment: 0x561423af3548> +#> <environment: 0x5580a6ff0260> #> #> $call #> feature_search(attributes = names(iris)[-1], fun = evaluator_R2_lm, @@ -489,7 +489,7 @@

Examp #> extractAIC(fit = glm(to_formula(attributes, dependent), family = gaussian, #> data = data), k = log(nrow(data)))[2] #> } -#> <environment: 0x561423af3548> +#> <environment: 0x5580a6ff0260> #> #> $call #> feature_search(attributes = c("Prewt", "Treat", "offset(Prewt)"), diff --git a/docs/reference/index.html b/docs/reference/index.html index 08bd008..c5e35d7 100644 --- a/docs/reference/index.html +++ b/docs/reference/index.html @@ -58,7 +58,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1

diff --git a/docs/reference/information_gain.html b/docs/reference/information_gain.html index 86449b5..01d19ce 100644 --- a/docs/reference/information_gain.html +++ b/docs/reference/information_gain.html @@ -63,7 +63,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1 diff --git a/docs/reference/to_formula.html b/docs/reference/to_formula.html index a496e6b..6083803 100644 --- a/docs/reference/to_formula.html +++ b/docs/reference/to_formula.html @@ -61,7 +61,7 @@ FSelectorRcpp - 0.2.0 + 0.2.1 @@ -163,7 +163,7 @@

Examp fit$best
#> Sepal.Length Sepal.Width Petal.Length Petal.Width values #> 9 0 1 0 1 0.959994
names(fit$best)[fit$best == 1]
#> [1] "Sepal.Width" "Petal.Width"
# with to_formula to_formula(names(fit$best)[fit$best == 1], "Species")
#> Species ~ Sepal.Width + Petal.Width -#> <environment: 0x56142c2e7068>
+#> <environment: 0x5580ae88d9b0>