R (programming language)
R is a free software environment for statistical computing and graphics.
Analytical software suite supporting the complete range of tasks involved with data processing, construction of Data Mining models, advanced data analysis and reporting.
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, kmeans) 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, ks, confusion matrix) generation of model quality reports (ms office)
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machine-learning data-analysis statistics data-mining advanced-analytics predictive-analytics predictive-modeling data-analytics automatic-models-building
R is a free software environment for statistical computing and graphics.
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