scikit-learn

Decision tree classifiers are widely used because of the visual and transparent nature of the decision tree format. They can suffer badly from overfitting, particularly when a large number of attributes are used with a limited data set. The list of free decision tree classification software below includes full data…

These free Python Machine Learning software divide into full blown platforms (Orange and KNIME) and various libraries (scikit-learn etc). Feature Forge library provides a set of tools that can be useful in many machine learning applications (classification, clustering, regression, etc.), and particularly helpful if you use scikit-learn (although this can…

Data mining clustering methods are usually used for exploratory purposes and to gain insights into data. The most commonly used methods include k-Means, agglomerative hierarchical clustering and increasingly self organizing maps. The tools listed below support a wide variety of methods, some of which are particular to a given toolset. Toolkits…