It is written in C++ and Python, and its graphical user interface is based on cross-platform Qt framework. It contains complete set of components for data preprocessing, feature scoring and filtering, modeling, model evaluation, and exploration techniques. Orange is a component-based data mining and machine learning software suite that features friendly yet powerful, fast and versatile visual programming front-end for explorative data analysis and visualization, and Python bindings and libraries for scripting. * Regression - Aims to find a function that models the data with the slightest error.įor those of you who are looking for some data mining tools, here are five of the best open-source data mining software that you could get for free: * Association rule learning - Looks for relationships between variables. * Clustering - the task of finding groups and structures in the data that are in some way or another the same, without using noted structures in the data. * Classification - the task of generalizing familiar structure to employ to new data There are four kinds of tasks that are normally involve in Data mining:
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