--- title: Easy-to-use, accurate Predictive Analytics and Machine Learning models description: Generate accurate predictions and enable data-driven decisions in a few simple clicks. Discover Minitab's easy-to-use Machine Learning models and Predictive Analytics. image: https://info.minitab.com/hubfs/MSS20%20Cloud%20Launch/MSS%20cloud%20and%20desktop%20WBN/Minitab%20cloud%20and%20desktop%20on%20mobile%20device.gif --- - [English](https://info.minitab.com/en/easy-to-use-accurate-predictive-analytics-and-machine-learning-models) - [Chinese](https://info.minitab.com/zh/easy-to-use-accurate-predictive-analytics-and-machine-learning-models) - [Deutsch](https://info.minitab.com/de/webinar-umsatzsteigerung-mit-hilfe-von-praediktiver-analyse) - [Français](https://info.minitab.com/fr/modeles-analyse-predictive-apprentissage-automatique-precis-facile) - [한국어](https://info.minitab.com/ko/easy-to-use-accurate-predictive-analytics-and-machine-learning-models) - [日本語](https://info.minitab.com/ja/easy-to-use-accurate-predictive-analytics-and-machine-learning-models) English [![minitab-corp-logo](https://info.minitab.com/hubfs/WCM/minitab-corp-logo.svg) ![minitab-corp-logo](https://info.minitab.com/hubfs/WCM/minitab-corp-logo.svg)](https://www.minitab.com/en-us/) ![minitab-corp-logo](https://info.minitab.com/hubfs/WCM/minitab-corp-logo.svg) [Talk to Minitab](https://www.minitab.com/en-us/talk-to-minitab/) [Talk to Minitab](https://www.minitab.com/en-us/talk-to-minitab/) ## Power your decisions with accurate predictive analytics Try instant data modeling and forecasting with top-rated analytics software from Minitab ![](https://play.vidyard.com/ZNNhkEqgc88nn9CDFv1hqk.jpg) | ![capterra-shortlist-2022-tanaza-300x300](https://info.minitab.com/hs-fs/hubfs/capterra-shortlist-2022-tanaza-300x300.jpg?width=100&height=100&name=capterra-shortlist-2022-tanaza-300x300.jpg) | ![sotware suggest-300x300](https://info.minitab.com/hs-fs/hubfs/sotware%20suggest-300x300.jpg?width=100&height=100&name=sotware%20suggest-300x300.jpg) | | --- | --- | | *Minitab ranked 2022 Top Performer for Data analysis and Visualization Software and Established Player for Statistical Analysis Software by Capterra* | *Minitab rated Best Statistical Analysis Software for Data Scientists by Software Suggest* | ### Start your free trial now See how easy it is to make accurate predictions for yourself – sign up for instant access ## 4 reasons to get started for free immediately: - **Identify trends and opportunities** in your data, without coding or statistical experience - **Easy-to-use data models** quickly determine the key predictors for your goals - **Award-winning decision-tree algorithms** provide accurate results you can trust - **Machine Learning methods** you can easily understand, visualize and execute ![whiteboard-asq-lss-background](https://info.minitab.com/hubfs/raw_assets/public/Landin-Page-Templates/images/template-images/minitab-form-1.png) ![Better-icon](https://info.minitab.com/hubfs/Better-icon.png) ## CART® (Classification & Regression Decision Trees) One of the most popular tools in modern data mining, this tree-based algorithm discovers how to split data into smaller segments, then selects the best performing splits repeatedly until an optimal collection is found. ![Better-whatsnewicon](https://info.minitab.com/hubfs/B2BML%20-%20NEW%20FILE%20MANAGER%20STRUCTURE/Email%20Images/Americas%20/MSS%2020.2%20+%20PA%20Module%20Launch%20-%20April%202021/Better-whatsnewicon.png) ## Random Forests® (Machine Learning model) Based on a collection of CART Trees, this algorithm uses repetition, randomization, sampling, and ensemble learning while simultaneously bringing together independent trees to determine the overall prediction of the forest. ![Better-icon](https://info.minitab.com/hubfs/B2BML%20-%20NEW%20FILE%20MANAGER%20STRUCTURE/Email%20Images/Americas%20/MSS%2020.2%20+%20PA%20Module%20Launch%20-%20April%202021/Better-icon.png) ## TreeNet® (Gradient Boosting algorithm) Our most flexible, award-winning and powerful machine learning tool is known for its superb and consistent predictive accuracy due to its iterative structure that corrects combined errors of the ensemble as it builds. ##### Predictive and Prescriptive Analytics Tools **Preventive Maintenance** \- Regression with Life Data \- Warranty Prediction \- Accelerated Life Testing **Predictive Analytics in Retail:** \- Clustering \- Modelling Customer behaviour \- Time Series Methods (ARIMA) **Wait Time, Treatment Costs, Satisfaction Forecasting in Healthcare:** \- Fitted Line Plot \- Binary Fitted Line Plot \- Fit Regression Model \- Binary Logistic Regression \- CART Regression \- CART Classification **Fraud prevention, Credit Scoring, Customer Segmentation, Demand prediction in Finance and Insurance:** \- Multivariate analysis to forecast Consumer behavior \- Clustering \- Decision Trees \- Factorial analysis \- Principal component analysis (PCA) \- Random Forests and TreeNet Gradient boosting ##### Decision Trees - Supervised Algorithms **Machine Learning and Modeling Techniques in Data Mining - Supervised Algorithms** **Classification:** \- Linear Discriminant Analysis (LDA) \- Quadratic Discriminant Analysis (QDA) \- Logistic Regression \- Classification Trees **Regression:** \- Simple \- Polynomial \- Multiple \- Nonlinear \- Partial Least Squares \- Regression Trees \- Regression with Life Data \- Warranty Prediction **Time Series Methods** \- Trend analysis \- Autoregressive Integrated Moving Average (ARIMA) \- Moving average \- Autocorrelation \- Exponential smoothing \- Decomposition \- Cross correlation \- Warranty Prediction ##### Decision Trees - Unsupervised Algorithms **Machine Learning and Modeling Techniques in Data Mining - Unsupervised Algorithms** **Clustering:** \- Cluster Observations \- Cluster Variables \- Cluster K-means \- Factor Analysis **Data Reduction:** \- Principal Component Analysis \- Factor Analysis **Automated Machine Learning** **Discover the best model for your data:** \- CART® \- Random Forests® \- TreeNet® Gradient Boosting \- ROC curve \- Relative Variable Importance ![bulb-icon](https://info.minitab.com/hubfs/1_Backgrounds-Icons/bulb-icon.png) "TreeNet made it very simple for us to hone in on the key predictors and be able to devise strategies to be able to deal with those effectively." ![team growth-icon](https://info.minitab.com/hubfs/1_Backgrounds-Icons/team%20growth-icon.png) "Thanks to TreeNet, the bank was able to identify banking customers they could lost to another bank with an accuracy of between 80% to 90%." ![chart-icon](https://info.minitab.com/hubfs/1_Backgrounds-Icons/chart-icon.png) "CART® compared data from practitioners caring for patients with SARS to data from practitioners who were not exposed to the virus, to identify risk factors for SARS-CoV transmission." ## Join our community of organizations committed to excellence --- ![motorola-solutions-logo-300x259](https://info.minitab.com/hubfs/Clients-logos/motorola-solutions-logo-300x259.png) ![ADM-1](https://info.minitab.com/hubfs/ADM-1.png) ![constellation](https://info.minitab.com/hubfs/constellation.png) ![Sherwin-Williams\_logo\_wordmark](https://info.minitab.com/hubfs/Sherwin-Williams_logo_wordmark.png) ![honeywell-logo-png-transparent](https://info.minitab.com/hubfs/Clients-logos/honeywell-logo-png-transparent.png) ![stryker-corporation-logo](https://info.minitab.com/hubfs/Clients-logos/stryker-corporation-logo.png) ![jetblue-airways-logo](https://info.minitab.com/hubfs/Clients-logos/jetblue-airways-logo.png) --- ## Ready to make your 1st prediction? 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