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scicloj.ml.smile.models.ols


augmentclj

(augment model dataset)

explainclj

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

glanceclj

(glance model)

linear-regressionclj

(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 ... ...
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
  ...
  ...
raw docstring

log-likelihoodclj

(log-likelihood y yhat)

method-tableclj


predictclj

(predict thawed-model ds)

standard-metric-mapsclj

(standard-metric-maps model)

tidyclj

(tidy model)

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