zio.elasticsearch.ml.DataframeEvaluationOutlierDetectionMetrics.scala Maven / Gradle / Ivy

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/*
 * Copyright 2019-2023 Alberto Paro
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package zio.elasticsearch.ml
import zio.json._
import zio.json.ast._
final case class DataframeEvaluationOutlierDetectionMetrics(
  @jsonField("confusion_matrix") confusionMatrix: Option[Map[String, Json]] = None,
  @jsonField("auc_roc") aucRoc: Option[
    DataframeEvaluationClassificationMetricsAucRoc
  ] = None,
  precision: Option[Map[String, Json]] = None,
  recall: Option[Map[String, Json]] = None
)

object DataframeEvaluationOutlierDetectionMetrics {
  implicit lazy val jsonCodec: JsonCodec[DataframeEvaluationOutlierDetectionMetrics] =
    DeriveJsonCodec.gen[DataframeEvaluationOutlierDetectionMetrics]
}