Expand description
Binary logistic regression classifier.
use rustframe::compute::models::logreg::LogReg;
use rustframe::matrix::Matrix;
let x = Matrix::from_vec(vec![1.0, 2.0, 3.0, 4.0], 4, 1);
let y = Matrix::from_vec(vec![0.0, 0.0, 1.0, 1.0], 4, 1);
let mut model = LogReg::new(1);
model.fit(&x, &y, 0.1, 100);
let preds = model.predict(&x);
assert_eq!(preds[(0,0)], 0.0);