malss 0.0.1

MALSS: MAchine Learning Support System

malss is a python module to facilitate system development using machine learning algorithms.

Requirements

These are external packages which you will need to install before installing malss.

• python (>= 2.7, 3.x’s are not supported)

• numpy (>= 1.6.1)

• scipy (>= 0.9)

• scikit-learn (>= 0.14)

• matplotlib (>= 1.3)

• pandas (>= 0.13)

• jinja2 (>= 2.7)

Windows

If there are no binary packages matching your Python version you might to try to install these dependencies from Christoph Gohlke Unofficial Windows installers.

Example

Classification:

from sklearn.datasets import load_iris
iris = load_iris()
cls = MALSS(iris.data, iris.target, task='classification')
cls.execute()
cls.make_report('classification_result')

Regression:

from sklearn.datasets import load_boston
boston = load_boston()
cls = MALSS(boston.data, boston.target, task='regression')
cls.execute()
cls.make_report('regression_result')