Machine Learning and Statistics

Roseman Labs provides a collection of statistical and machine learning tools. These tools allow both for the exploratory analysis of data as well as the training and evaluation of diverse machine learning models. Additionally, tools to assess the quality of a model are also executable in the engine. The data is never decrypted during the execution of these algorithms, all of them act purely over secret-shared data.

• Descriptive statistics
• Binomial logistic regression
• Multinomial logistic regression
• Ordinal logistic regression
• Linear regression
• K-nearest neighbors
• Random forest classification