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• DataframeRegressionSummary.scala

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zio.elasticsearch.ml.evaluate_data_frame.DataframeRegressionSummary.scala Maven / Gradle / Ivy

/*
 * 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 DataframeRegressionSummary(
  huber: Option[DataframeEvaluationValue] = None,
  mse: Option[DataframeEvaluationValue] = None,
  msle: Option[DataframeEvaluationValue] = None,
  @jsonField("r_squared") rSquared: Option[DataframeEvaluationValue] = None
)

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