Main features:
- Performing a wide range of operations on data, such as sampling, joining datasets, dividing into testing/training/validating sets, assigning roles to attributes
- Graphical and interactive data exploration
- Outlier filtering, supplying missing values, PCA, various data transformations, etc.
- Building association models, clustering analyses, variable importance analyses, etc.
- Constructing various analytical models with the use of diverse Data Mining and statistical algorithms (such as classification trees, neuron networks, linear and logistic regression, K-means)
- Creation of scoring code so that the models can be integrated with other IT applications (scoring code may include the models as well as data transformations)
- Model quality evaluation and comparison of Data Mining models (LIFT, ROK, K-S, Confusion Matrix)
- Generation of model quality reports (MS Office) ...
RapidMiner (Community edition) is a data mining software.It was formerly known as "YALE". You can use RapidMiner as a stand-alone application for data analysis, or integrate it as a data-mining engine into your own products. Features:* Data integration, analytical ETL, data analysis and reporting into a single suite* Powerful yet......
Automated Information Retrieval, Automated Root Cause Analysis & Automated MRO Classification. Ground-breaking technology that automatically locates the root causes of faults, and recommends the most beneficial actions without the need for hypotheses. It can work with incomplete and dirty data, and even resolve No Fault Found problems. Despite......
Actian transforms Big Data into business value for any organization?not just those with considerable resources. Actian provides transformational business value by delivering actionable insights into new sources of revenue, business opportunities, and ways of mitigating risk with high-performance in-database analytics complemented with extensive connectivity and data preparation. Actian Analytics Platform......
Predixion Software was founded on the belief that predictive analytics has the power to create a smarter, safer and healthier world – and that access to that power should not be limited. To achieve this vision, Predixion developed Predixion Insight™, a predictive analytics platform that provides real-time predictive analytics at......
Powerful forecasting software for small businesses, traders and scientists. GMDH Shell is the easiest way to accurately forecast time series, create classifiers and regression models. Based on artificial neural networks, it allows you easily create predictive models, as well as preprocess data with dead simple point-and-click interface. Unlike other tools......
Premonition, helps organizations with lots of litigation find the best lawyers for specific cases. For Premonition CEO Toby Unwin, designing the Premonition big data system was very personal. “I had to deal with large amounts of litigation and realized I had no way to find out who the best attorneys......
Salford Systems specializes in providing new generation data mining and choice modeling software and consultation services. Applications in both software and consulting span market research segmentation, direct marketing, fraud detection, credit scoring, risk management, bio-medical research and manufacturing quality control. CART® (Classification and Regression Trees), MARS® (Multivariate Adaptive Regression Splines),......
Apache Spark™ is a fast and general engine for large-scale data processing.SpeedRun programs up to 100x faster than Hadoop MapReduce in memory, or 10x faster on disk.Spark has an advanced DAG execution engine that supports cyclic data flow and in-memory computing.......
Stagraph is new professional tool for visual data exploration and statistical graphics. This tool brings data science features and functions of R language to user without the need of coding. Software is focused to multidimensional data visualization. The tool is build on ggplot2 package and brings powerful environment for visualizalizations.......
STATISTICA is a tried and true analytics platform with more than two decades of history in delivering successful business results for our customers, a global user base of more than 600,000 users.......
Neural Designer is a professional application for discovering complex relationships, recognizing unknown patterns or predicting actual trends from data sets. Neural Designer is the most advanced prediction software in terms of design, usability, performance and support.......
Build predictive models quickly and easily.ABM automatically builds predictive models which forecast the future behavior of your clients. It provides full automation of essential, yet time-consuming activities in predictive model construction, such as fast variable selection, variable interaction modeling, and variable transformations or best model selection. ABM requires no programming......
1. How does it work? - It takes just one-click to connect CircleBi to your data in Quickbooks. - CircleBi scans through your data and does all the calculations using its data science technology. - Now with an intuitive dashboard, you can analyze your business on your own or let......
ELKI: "Environment for Developing KDD-Applications Supported by Index-Structures" is a development framework for data mining algorithms written in Java. It includes a large variety of popular data mining algorithms, distance functions and index structures.Its focus is particularly on clustering and outlier detection methods, in contrast to many other data mining......
HPCC Systems offers an open source cluster computing platform used to solve Big Data problems. Its unique architecture and simple yet powerful data programming language (ECL) makes it a compelling solution to solve data intensive computing needs.The HPCC Systems architecture incorporates the Thor (Data Refinery) and Roxie (Query) clusters as......
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