kazAnova Light 64

KazAnova light is a suite for analytics and data mining 100% written in Java that offers a long range of statistical algorithms and data manipulation tools. It includes all the common modeling techniques as well as it is considerably fast and very user-friendly. It is aimed to assist any person, business, company or educational institution that would like to get a better grasp of credit scoring and data mining and give them the ability to create prediction models in a very short time with high quality, More specifically it includes:1. Data manipulation tools-Sort-Joins-Aggregations (Group by )2. Data pre-processing steps-Optimized binning-Outlier detection-Derivations-Transformations-Partitioning and sampling3. Statistical and predictability tests-Chi -square (X2) goodness of fit-One Way ANOVA-T-tests-Information value and Weights of Evidence-Information Gain (I-Gain)-Pearson and Spearman Correlations-Basic descriptives-Multicolinearity diagnostics4. Modeling techniques-Linear (Least square) Regression-Logistic regression-Probit Regression-Decision trees-Neural Networks (Multilayer perception)-Naive Bayes classification-Weights Of evidence (WoE)-Principal components-Discriminant analysis-Nearest Neighbor-Survival Regression5. Rich graphics Library -Histograms-Bar Charts-Pie charts-Scatterplots-RoC curves-Kolmogorov-Smirnov6. Standard reporting tools