WEKA

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…

Predictive Analytics Software Summary Predictive analytics works on the simple notion that historical data contains useful patterns of behavior that can be discovered by apply pattern seeking algorithms to those data. Any candidate patterns can then be tested and validated in various ways, and if found fit, can be used…

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…

Guide to Predictive Analytics The goal of predictive analytics software is to create predictive models which can predict the outcome of future events, with an accuracy that is greater than is currently possible. This is achieved by trawling through historical data, looking for patterns that might be useful predictors of…

Free Data Mining Linux Tools 2015 Data.Mining.Fox (DMF) from easydatamining is a free data mining tool that hides much of the background complexity. The interface takes users through several well defined steps from data import through to predictions based on new data. The Databionic ESOM Tools is a suite of…

Data Mining Fox Data.Mining.Fox (DMF) from easydatamining is a free data mining tool that hides much of the background complexity. The interface takes users through several well defined steps from data import through to predictions based on new data. Databionic The Databionic ESOM Tools is a suite of programs to…