https://github.com/deric/clueminer-cli
https://github.com/deric/clueminer-cli
Last synced: 8 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/deric/clueminer-cli
- Owner: deric
- Created: 2014-10-30T23:18:54.000Z (over 11 years ago)
- Default Branch: master
- Last Pushed: 2020-10-14T07:19:20.000Z (over 5 years ago)
- Last Synced: 2025-09-07T03:37:42.759Z (9 months ago)
- Language: Java
- Size: 146 KB
- Stars: 1
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# clueminer-cli
This project is dependent on the main repository of [Clueminer](https://github.com/deric/clueminer). In future dependencies should be downloaded from a repository, right you have to build Clueminer first, then CLI (dependencies will be loaded from Maven cache).
## Build
just compile JARs
mvn install
and run it:
./run
changing available memory:
JAVA_XMX=8192m ./run --algorithm "..." --data "/some/path"
run k-means clustering on a ARFF dataset (`k` will be used according to number of classes in the dataset ):
```
./run -d ~/_bench/artificial/aggregation.arff -t arff -a k-means -e "AIC,NMI-sqrt" --hint-k
```
meta-search on a dataset:
```
./run -mts -d ~/_bench/real-world/iris.arff -e 'Ratkowsky-Lance,PointBiserial-Norm,NMI-sqrt'
```
- to build single all containing JAR:
```
mvn assembly:assembly
```
mo clust:
```
./run -d ~/_bench/artificial/compound.arff -t arff -e "AIC,NMI-sqrt" -a Chameleon --cluster rows -exp Ch2-mo-ICS -p "{cutoff-strategy:External_cutoff,merger:MOM-HS,mo_objective_1:ICS,mo_objective_2:CLS,mo_sort:Shatovska,debug:2}"
```
chameleon:
```
./run -d ~/_bench/artificial/aggregation.arff -t arff -a Chameleon --cluster rows -p "{k-estim:cln2,cutoff-strategy:External_cutoff}" -e "NMI-sqrt"
```
heatmap:
./run -d data.arff -t arff -a HC-LW --heatmap --width 550 --cluster both