Art of Stat: Machine Learning
Learn and apply ML algorithms
About
Explore supervised and unsupervised machine learning algorithms with interactive visualizations and accuracy assessments. The app offers various datasets or allows you to upload your own, helping you learn and apply ML concepts.
What's New in Art of Stat
1.1.0
January 9, 2026
Multiple Logistic Regression
Developer apps
FAQ
What machine learning algorithms are included in Art of Stat?
Art of Stat currently includes Multiple Linear Regression, Multiple Logistic Regression, Discriminant Analysis (Linear & Quadratic), Naive Bayes, and K-Means Clustering. Modules for Decision Trees, Random Forests, and Nearest Neighbor are in preparation.
Can I use my own data with Art of Stat?
Yes, Art of Stat allows you to upload your own CSV files for analysis. It also provides several built-in datasets such as Palmer Penguins, Wine Quality, and Heart Disease.
How does Art of Stat help assess algorithm accuracy?
The app displays a Confusion Matrix and various accuracy statistics, including precision and recall, to help you assess the performance of your algorithms. It also visualizes predictions and heatmaps.
What devices is Art of Stat available on?
Art of Stat is available for iPhone, iPad, and iPod devices, indicated by its supported devices list.
How often is Art of Stat updated?
The latest version, 1.1.0, was released on January 9, 2026, suggesting recent development activity. The app was initially released on December 18, 2025.
What is the age rating for Art of Stat?
Art of Stat has an age rating of 4+, making it suitable for a wide range of users interested in learning about machine learning.
Does Art of Stat have ads?
No, Art of Stat does not contain advertisements, as indicated by the 'hasAds' flag being false.
What is the user sentiment for Art of Stat?
Based on the provided rating of 3.7 stars from 3 ratings, user sentiment appears to be mixed, with room for improvement.
