Predictive analytics is a technique in advanced analytics used to predict trends and behaviour patterns for unknown future events by analyzing massive amount of both structured and unstructrued data. It uses many techniques from data mining, statistics, modeling, machine learning and artificial intelligence. Now, are you looking for the most effective Predictive Analytics softwares? Here is our list.
R is a free software programming language and software environment for statistical computing and graphics. The R language is widely used among statisticians and data miners for developing statistical software and data analysis. Polls and surveys of data miners are showing R’s popularity has increased substantially in recent years.
Orange is a component-based data mining and machine learning software suite, featuring a visual programming front-end for explorative data analysis and visualization, and Python bindings and libraries for scripting.
Weka is a popular suite of machine learning software written in Java, developed at the University of Waikato, New Zealand. It contains a collection of visualization tools and algorithms for analysis and predictive modelling.
GNU Octave is a high-level programming language, primarily intended for numerical computations. It provides a command-line interface for solving linear and nonlinear problems numerically, and for performing other numerical experiments using a language that is mostly compatible with MATLAB.
GGobi is a free statistical software tool used for graphing various types of data. GGobi allows extensive exploration of the data with Interactive dynamic graphics. It is also a tool for looking at multivariate data.
Tanagra is a free suite of machine learning software for research and academic purposes. Tanagra supports several standard data mining tasks such as: Visualization, Descriptive statistics, Instance selection, feature selection, feature construction, regression, analysis, clustering, classification and association rule learning.
PredictionIO is an open source machine learning server for software developers to create predictive features, such as personalization, recommendation and content discovery. Built on top of scalable frameworks such as Hadoop and Cascading it is ready to handle data of any scale.
RapidMiner is a software platform that provides an integrated environment for machine, data mining, text mining, predictive analytics and business analytics. It provides software, solutions, and services in the field of advanced analytics, including predictive analytics, data mining, and text mining.
KNIME is an open source data analytics, reporting and integration platform that integrates various components for machine learning and data mining. An interface allows assembly of nodes for data pre-processing, for modelling and data analysis and visualization.
IBM SPSS Modeler is a data mining and text analytics software application built by IBM. Predictive analytics software from IBM can transform data into predictive insights to guide front-line decisions and interactions, predict what customers want and will do next to increase profitability and maximize the productivity of your people, processes and assets.
KnowledgeSTUDIO is a data mining and predictive analytics suite for the model development and deployment cycle. Its features include data profiling, data visualization, decision tree analysis, predictive modeling, implementation, scoring, validation, monitoring and scorecard development.
InfiniteInsight is a predictive modeling suite developed by KXEN that assists analytic professionals, and business executives to extract information from data. InfiniteInsight has been designed to allow the prediction of a behavior or a value, the forecast of a time series or the understanding.
Oracle Data mining provides powerful data mining functionality as native SQL functions within the oracle database. The Oracle spreadsheet add-in for predictive analytics provides predictive analytics operations.
STATISTICA is a statistics and analytics software package developed by StatSoft. The software includes an array of data analysis, data management, data visualization, and data mining procedures as well as a variety of predictive modeling, clustering, classification, and exploratory techniques. Additional techniques are available through integration with the free, open source R programming environment.
TIBCO Spotfire is an analytics and business intelligence platform for analysis of data by predictive and complex statistics. Tibco describes the tool as a “social BI” offering that enables business teams to build and share business intelligence in order to grow a corporate analytics knowledge base.
The SPM Salford Predictive Modeler® software suite is a highly accurate and ultra-fast analytics and data mining platform for creating predictive, descriptive, and analytical models from databases of any size, complexity, or organization.