Salford Predictive Modeler
TreeNet® Gradient Boosting
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TreeNet® Gradient Boosting
TreeNet® Gradient Boosting demonstrates remarkable performance for both regression and classification. TreeNet engine is the most flexible and powerful data mining tool. It is capable of consistently generating extremely accurate models. The TreeNet modelling engine’s level of accuracy is usually not attainable by single models or by ensembles such as bagging or conventional boosting. The algorithm typically generates thousands of small decision trees built in a sequential error-correcting process to converge to an accurate model. The TreeNet modelling engine has been responsible for the majority of Minitab’s modelling competition awards.
Supreme Accuracy
The TreeNet modeling engine robustness extends to data contaminated with erroneous target labels. The TreeNet® modeling engine adds the advantage of a degree of accuracy usually not attainable by a single model or by ensembles such as bagging or conventional boosting. As opposed to neural networks, the TreeNet methodology is not sensitive to data errors and needs no time-consuming data preparation, pre-processing or imputation of missing values.
Advanced Features
Interaction detection establishes whether interactions of any kind are needed in a predictive model, and is a search engine discovering specifically which interactions are required. The interaction detection system not only helps improve model performance (sometimes dramatically) but also assists in the discovery of valuable new segments and previously unrecognized patterns.
Salford Predictive Modeler® 8
Minitab’s Integrated Suite of Machine Learning & Predictive Analytics Software
CART®
CART® (Classification And Regression Trees) is one of the most important tools in modern data mining. It provides the ultimate classification tree that has revolutionized the field of advanced analytics & data science.
MARS®
MARS® (Multivariate Adaptive Regression Splines) methodology’s approach to regression modeling effectively uncovers important data patterns & relationships that are difficult for other regression methods to reveal.
TreeNet®
TreeNet® demonstrates remarkable performance for both regression and classification. It is the most flexible and powerful data mining tool, capable of consistently generating extremely accurate models.
Random Forests®
Random Forests® helps to spot outliers & anomalies in data, display proximity clusters, predict future outcomes, identify important predictors, discover data patterns & provide insightful graphics.
Qsutra® is the Sole Authorised Minitab Partner for Minitab LLC., Minitab Distributor and Minitab Reseller in India, Sri Lanka, Bangladesh & Nepal. Qsutra® provides Minitab’s Training & Technical Support Services to its customers.
We provide services in Data Science areas like Machine Learning, Predictive Analytics, Data Mining and so forth. We also conduct various training programs – Statistical training and Minitab software training. Statistical training starts with basic level to advanced level. Some of the Statistical training certified courses are Predictive Analytics Masterclass, Essential Statistics For Business Analytics, SPC Masterclass, DOE Masterclass, etc. Now coming to Minitab software training, starts with basic to advanced level. Some of the Minitab software training certified courses are Minitab Essentials, Statistical Tools for Pharmaceuticals, Statistical Quality Analysis & Factorial Designs, etc.
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