@@ -103,9 +103,9 @@ microbenchmark(
103103
104104| expr | min| lq| mean| median| uq| max| neval|
105105| :-------| -------:| -------:| -------:| -------:| -------:| -------:| ------:|
106- | native | 0.0025| 0.0032 | 0.0061 | 0.0049 | 0.0074 | 0.0233 | 100|
107- | loop | 0.8781 | 1.0505 | 1.5715 | 1.3498 | 1.9383 | 4.8349 | 100|
108- | Rcpp | 0.0042 | 0.0055 | 0.0139 | 0.0115 | 0.0180 | 0.0633 | 100|
106+ | native | 0.0025| 0.0030 | 0.0051 | 0.0041 | 0.0055 | 0.0271 | 100|
107+ | loop | 0.8690 | 1.0000 | 1.3774 | 1.2232 | 1.6609 | 2.9292 | 100|
108+ | Rcpp | 0.0043 | 0.0069 | 0.0149 | 0.0118 | 0.0174 | 0.0944 | 100|
109109
110110Using Libraries
111111---------------
@@ -141,11 +141,11 @@ microbenchmark(
141141) %>% summary(unit = "ms") %>% knitr::kable(format = "markdown")
142142```
143143
144- | expr | min| lq| mean| median| uq| max| neval|
145- | :--------| -------:| -------:| -------:| -------:| ------:| -------:| ------:|
146- | lm | 0.8931 | 1.1371 | 1.8570 | 1.6065 | 2.199 | 5.0911 | 100|
147- | fastLm | 0.0980 | 0.1187 | 0.1960 | 0.1608 | 0.233 | 0.7835 | 100|
148- | RcppArm | 0.1205 | 0.1469 | 0.2682 | 0.1916 | 0.277 | 3.5515 | 100|
144+ | expr | min| lq| mean| median| uq| max| neval|
145+ | :--------| -------:| -------:| -------:| -------:| ------- :| -------:| ------:|
146+ | lm | 0.8361 | 1.0069 | 1.6627 | 1.3751 | 1.9665 | 7.4787 | 100|
147+ | fastLm | 0.0939 | 0.1145 | 0.1815 | 0.1378 | 0.2163 | 0.7773 | 100|
148+ | RcppArm | 0.1199 | 0.1441 | 0.2150 | 0.1838 | 0.2396 | 1.0945 | 100|
149149
150150### Fast K-Means
151151
@@ -193,7 +193,7 @@ NumericVector fastKm(const arma::mat& data, const size_t& clusters) {
193193}
194194```
195195
196- (Alternatively: `sourceCpp("`[src/fastKM .cpp](src/fastKM .cpp)`")`)
196+ (Alternatively: `sourceCpp("`[src/fastKm .cpp](src/fastKm .cpp)`")`)
197197
198198``` r
199199data(trees, package = "datasets"); data(faithful, package = "datasets")
@@ -207,10 +207,10 @@ microbenchmark(
207207
208208| expr | min| lq| mean| median| uq| max| neval|
209209| :-----------------| -------:| -------:| -------:| -------:| -------:| -------:| ------:|
210- | kmeans\_ trees | 0.2303 | 0.2479 | 0.3332 | 0.2815 | 0.3564 | 0.8560 | 100|
211- | fastKm\_ trees | 0.0648 | 0.0832 | 0.1088 | 0.0929 | 0.1150 | 0.4007 | 100|
212- | kmeans\_ faithful | 0.2775 | 0.2986 | 0.5114 | 0.3950 | 0.6343 | 2.0095 | 100|
213- | fastKm\_ faithful | 0.1585 | 0.2211 | 0.3007 | 0.2365 | 0.3259 | 0.8198 | 100|
210+ | kmeans\_ trees | 0.2301 | 0.2515 | 0.3552 | 0.2841 | 0.3655 | 1.1422 | 100|
211+ | fastKm\_ trees | 0.0646 | 0.0827 | 0.1223 | 0.0972 | 0.1156 | 0.8988 | 100|
212+ | kmeans\_ faithful | 0.2766 | 0.2949 | 0.4182 | 0.3270 | 0.4627 | 1.8186 | 100|
213+ | fastKm\_ faithful | 0.1605 | 0.2145 | 0.2557 | 0.2298 | 0.2808 | 0.4853 | 100|
214214
215215Modules
216216-------
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