zio.elasticsearch.ml.evaluate_data_frame.DataframeClassificationSummary.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.evaluate_data_frame
import zio.json._
final case class DataframeClassificationSummary(
  @jsonField("auc_roc") aucRoc: Option[DataframeEvaluationSummaryAucRoc] = None,
  accuracy: Option[DataframeClassificationSummaryAccuracy] = None,
  @jsonField("multiclass_confusion_matrix") multiclassConfusionMatrix: Option[
    DataframeClassificationSummaryMulticlassConfusionMatrix
  ] = None,
  precision: Option[DataframeClassificationSummaryPrecision] = None,
  recall: Option[DataframeClassificationSummaryRecall] = None
)

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