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add FeatureDistribution to SerializationFormats #383

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merged 2 commits into from
Aug 12, 2019
Merged

add FeatureDistribution to SerializationFormats #383

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06c4f31
add FeatureDistribution to SerializationFormats
TuanNguyen27 Aug 9, 2019
161e66e
adding subclasses
TuanNguyen27 Aug 9, 2019
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4 changes: 3 additions & 1 deletion core/src/main/scala/com/salesforce/op/ModelInsights.scala
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Original file line number Diff line number Diff line change
Expand Up @@ -35,7 +35,7 @@ import com.salesforce.op.features._
import com.salesforce.op.features.types._
import com.salesforce.op.filters._
import com.salesforce.op.stages._
import com.salesforce.op.stages.impl.feature.TransmogrifierDefaults
import com.salesforce.op.stages.impl.feature.{TextStats, TransmogrifierDefaults}
import com.salesforce.op.stages.impl.preparators._
import com.salesforce.op.stages.impl.selector._
import com.salesforce.op.stages.impl.tuning.{DataBalancerSummary, DataCutterSummary, DataSplitterSummary}
Expand All @@ -46,6 +46,7 @@ import com.salesforce.op.utils.spark.RichMetadata._
import com.salesforce.op.utils.spark.{OpVectorColumnMetadata, OpVectorMetadata}
import com.salesforce.op.utils.table.Alignment._
import com.salesforce.op.utils.table.Table
import com.twitter.algebird.Moments
import ml.dmlc.xgboost4j.scala.spark.OpXGBoost.RichBooster
import ml.dmlc.xgboost4j.scala.spark.{XGBoostClassificationModel, XGBoostRegressionModel}
import org.apache.spark.ml.classification._
Expand Down Expand Up @@ -393,6 +394,7 @@ case object ModelInsights {

val SerializationFormats: Formats = {
val typeHints = FullTypeHints(List(
classOf[FeatureDistribution], classOf[Moments], classOf[TextStats],
classOf[Continuous], classOf[Discrete],
classOf[DataBalancerSummary], classOf[DataCutterSummary], classOf[DataSplitterSummary],
classOf[SingleMetric], classOf[MultiMetrics], classOf[BinaryClassificationMetrics],
Expand Down