showcase-demo

A animation demo for k-means, idea from mlhub's model.

Usage

• Suitable for Ubuntu system, to install mlhub python package:

$ pip3 install mlhub

• To install and configure the package(if have previous version, please ml remove first):

$ ml install	davecatmeow/showcase-demo
$ ml configure	kmeans

Demonstration

$ ml demo	kmeans

Train model on given data

$ ml train kmeans [k] [input.csv] -o [output.csv]

or

$ ml train kmeans [k] [input.csv] > [output.csv]

With input dataset n lines and f features, the output will be:

• n+k lines where the addition k lines represents the k centers of clusters
• f+1 columns where the addition column represents labels of data

Predict data on given model

ml predict kmeans [options] [modelfile] <csvfile>
     -o <file.csv>   --output=<file.csv>       Save the output predictions to file.