Last updated: 2019-08-31

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Knit directory: 2019-feature-selection/

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Correlation of filter methods

Spearman’s rank correlation is used because rankings are compared.

VI

Filter methods amongst each other

Version Author Date
f9e682f pat-s 2019-08-29
869c409 pat-s 2019-07-02
09f6292 pat-s 2019-06-30

Number of bins of FSelectorRcpp::information.gain()

Version Author Date
09f6292 pat-s 2019-06-30

NRI

Version Author Date
f9e682f pat-s 2019-08-29
3a44a95 pat-s 2019-07-10
869c409 pat-s 2019-07-02

HR

Version Author Date
f9e682f pat-s 2019-08-29
869c409 pat-s 2019-07-02
09f6292 pat-s 2019-06-30

R version 3.5.2 (2018-12-20)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: CentOS Linux 7 (Core)

Matrix products: default
BLAS: /opt/R/3.5.2/lib64/R/lib/libRblas.so
LAPACK: /usr/lib64/libopenblaso-r0.3.3.so

locale:
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[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
[1] tidyselect_0.2.5 fs_1.2.6         glue_1.3.0       purrr_0.3.0     
[5] ggcorrplot_0.1.3 ggplot2_3.1.0    tidyr_0.8.2      dplyr_0.8.0.1   

loaded via a namespace (and not attached):
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 [7] R.methodsS3_1.7.1 R.utils_2.8.0     tools_3.5.2      
[10] digest_0.6.18     evaluate_0.13     tibble_2.0.1     
[13] gtable_0.2.0      pkgconfig_2.0.2   rlang_0.3.4      
[16] igraph_1.2.4      cli_1.1.0         filelock_1.0.2   
[19] yaml_2.2.0        xfun_0.5          storr_1.2.1      
[22] withr_2.1.2       stringr_1.4.0     knitr_1.23       
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[34] whisker_0.3-2     backports_1.1.3   scales_1.0.0     
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[40] labeling_0.3      stringi_1.3.1     lazyeval_0.2.1   
[43] munsell_0.5.0     crayon_1.3.4      R.oo_1.22.0