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| author | Samuel Fadel <samuelfadel@gmail.com> | 2016-08-21 21:06:41 -0300 |
|---|---|---|
| committer | Samuel Fadel <samuelfadel@gmail.com> | 2016-08-21 21:06:41 -0300 |
| commit | 14e35765e6f915accf9d57426407910217e29d91 (patch) | |
| tree | 92fb294636f5822a352d94e15fe4dc0b6594a354 /config.R | |
| parent | b255338295587246292dc978e7d4d5687ee01fb4 (diff) | |
Added experiments configuration file.
Diffstat (limited to 'config.R')
| -rw-r--r-- | config.R | 26 |
1 files changed, 26 insertions, 0 deletions
diff --git a/config.R b/config.R new file mode 100644 index 0000000..c141db3 --- /dev/null +++ b/config.R @@ -0,0 +1,26 @@ +# All files generated will be saved under this directory +output.dir <- "results" + +datasets <- list( + list(name="wdbc", name.pretty="WDBC", data.file="datasets/wdbc.tbl", labels.file="datasets/wdbc.labels", scale=T), + list(name="mnist-2000", name.pretty="MNIST", data.file="datasets/mnist_2000.tbl", labels.file="datasets/mnist_2000.labels", scale=F), + list(name="segmentation", name.pretty="Segmentation", data.file="datasets/segmentation.tbl", labels.file="datasets/segmentation.labels", scale=T), + list(name="newsgroups", name.pretty="Newsgroups", data.file="datasets/newsgroups-500-3.tbl", labels.file="datasets/newsgroups-500-3.labels", scale=F), + list(name="faces", name.pretty="Faces", data.file="datasets/faces.tbl", labels.file=NULL, scale=F) + ) + +techniques <- list( + list(name="lamp-global", name.pretty="LAMP-g", fn="lamp", args=list()), + list(name="lamp-local-25", name.pretty="LAMP-25%", fn="lamp", args=list(cp=0.25)), + list(name="plmp", name.pretty="PLMP", fn="plmp", args=list()), + list(name="lsp", name.pretty="LSP", fn="lsp", args=list(k=15)), + list(name="pekalska", name.pretty="Pekalska", fn="pekalska.wrapper", args=list()) + ) + +measures <- list( + list(name="silhouette", name.pretty="Silhouette"), + list(name="np", name.pretty="Neighborhood preservation"), + list(name="stress", name.pretty="Stress"), + list(name="precision", name.pretty="Smoothed precision"), + list(name="recall", name.pretty="Smoothed recall") + ) |