Expand description
§Logistic Regression
§The Big Picture
linfa-logistic is a crate in the linfa ecosystem, an effort to create a toolkit for classical Machine Learning implemented in pure Rust, akin to Python’s scikit-learn.
§Current state
linfa-logistic provides a pure Rust implementation of a binomial logistic regression model and a multinomial logistic regression model.
§Examples
There is an usage example in the examples/ directory. To run, use:
$ cargo run --example winequalityModules§
Structs§
- Binary
Class Labels - Class
Label - Fitted
Logistic Regression - A fitted logistic regression which can make predictions
- Multi
Fitted Logistic Regression - A fitted multinomial logistic regression which can make predictions
Type Aliases§
- Logistic
Regression - A two-class logistic regression model.
- Multi
Logistic Regression - A multinomial class logistic regression model.
- Valid
Logistic Regression - Validated version of
LogisticRegression - Valid
Multi Logistic Regression - Validated version of
MultiLogisticRegression