scicloj.ml.smile.models.ols — scicloj/scicloj.ml.smile 7.4

augment clj

(augment model dataset)

explain clj

(explain thawed-model {:keys [feature-columns]} _options)

glance clj

(glance model)

linear-regression clj

(linear-regression ds)

(linear-regression ds options)

Does a linear regression with the given tech.ml.dataset.

It should have the inference-target column marked as such. It uses model :smile.regression/ordinary-least-square

It returns a result map with

• various model diagnostics
• fitted-values
• the model as map ... ...

log-likelihood clj

(log-likelihood y yhat)

method-table clj

predict clj

(predict thawed-model ds)

standard-metric-maps clj

(standard-metric-maps model)

tidy clj

(tidy model)