Regression (imsl.regression)¶
Usage Notes¶
Logistic Regression Models¶
Classes
LogisticRegression(n_predictors, n_classes) |
Generate a logistic regression model. |
Response Class Matrices in Different Formats¶
Classes
ResponseFormatAll(class_counts) |
Generate a matrix containing counts for all response classes. |
ResponseFormatRef(class_counts[, frequencies]) |
Generate a class counts matrix from a matrix without reference counts. |
ResponseFormatID(class_id, n_classes) |
Generate a matrix of class counts from a vector of response class IDs. |
Partial Least Squares (PLS) Regression¶
Functions
pls_regression(y, x[, n_components, …]) |
Perform partial least squares (PLS) regression. |