Harness your data and gain valuable insights with Minitab’s predictive analytics and machine learning capabilities.
Our predictive analytics models and tools across our suite of products can provide the accuracy, intuitive visualizations and ability to tackle complex problems.
– Linear Discriminant Analysis (LDA)
– Quadratic Discriminant Analysis (QDA)
– Logistic Regression
– Classification Trees
– Partial Least Squares
– Regression Trees
– Regression with Life Data
– Warranty Prediction
Time Series Methods
– Cluster Observations
– Cluster Variables
– Cluster K-means
– Factor Analysis
– Principal Component Analysis
– Factor Analysis
Minitab’s proprietary, best-in-class, tree-based machine learning algorithms not only have the power to provide deeper insights and visualize multiple complex interactions with decision trees, but are equipped to handle larger data sets with more variables, messy data, missing values, random outliers, and nonlinear relationships.
One of the most important and popular tools in modern data mining, CART is a tree-based algorithm that discovers ways to split data into smaller segments, then selects the best performing splits recursively until an optimal collection is found.
Note: The latest version of Minitab Statistical Software automatically includes CART.
Based on a collection of CART Trees, Random Forests leverages repetition, randomization, sampling, and ensemble learning in one convenient place that brings together independent trees and determines the overall prediction of the forest.
One of the most flexible, award-winning and powerful machine learning tool, TreeNet Gradient Boosting, is known for its superb and consistent predictive accuracy due to its iterative structure that corrects combined errors of the ensemble as it builds.
Random Forests and TreeNet are both available in Minitab’s Predictive Analytics Module. To get more information about Minitab’s Predictive Analytics Module please contact us by sending an e-mail to email@example.com or by dialling +90 312 210 13 44.
Companion by Minitab proje yönetimi ve Yalın Altı Sigma araçları yazılımının lisans seçenekleri kullanım süresine göre “YILLIK” ve “SINIRSIZ” olmak üzere aşağıdaki gibidir:
Çok kullanıcılı lisans (Multi User License – MUL)
Tek kullanıcılı lisans (Single User License – SUL)
Çok kullanıcılı lisans (Perpetual Simultaneous License – PSL)