forked from zero-one-group/geni
/
evaluation.clj
35 lines (27 loc) · 1.19 KB
/
evaluation.clj
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(ns zero-one.geni.ml.evaluation
(:require
[zero-one.geni.docs :as docs]
[zero-one.geni.interop :as interop])
(:import
(org.apache.spark.ml.evaluation BinaryClassificationEvaluator
ClusteringEvaluator
MulticlassClassificationEvaluator
MultilabelClassificationEvaluator
RankingEvaluator
RegressionEvaluator)))
(defn binary-classification-evaluator [params]
(interop/instantiate BinaryClassificationEvaluator params))
(defn clustering-evaluator [params]
(interop/instantiate ClusteringEvaluator params))
(defn multiclass-classification-evaluator [params]
(interop/instantiate MulticlassClassificationEvaluator params))
(defn multilabel-classification-evaluator [params]
(interop/instantiate MultilabelClassificationEvaluator params))
(defn ranking-evaluator [params]
(interop/instantiate RankingEvaluator params))
(defn regression-evaluator [params]
(interop/instantiate RegressionEvaluator params))
;; Docs
(docs/alter-docs-in-ns!
'zero-one.geni.ml.evaluation
[(-> docs/spark-docs :classes :ml :evaluation)])