public class DeeplearningModelUtils extends Object
Constructor and Description |
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DeeplearningModelUtils() |
Modifier and Type | Method and Description |
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static water.fvec.Frame |
doubleArrayListToFrame(String[] names,
List<double[]> data)
Convert a Double List to a H2O Frame
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static DeeplearningModelSummary |
getDeeplearningModelSummary(org.apache.spark.api.java.JavaSparkContext sparkContext,
org.apache.spark.api.java.JavaRDD<org.apache.spark.mllib.regression.LabeledPoint> testingData,
org.apache.spark.api.java.JavaPairRDD<Double,Double> predictionsAndLabels)
A utility method to generate class classification model summary
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static water.fvec.Frame |
javaRDDToFrame(String[] names,
org.apache.spark.api.java.JavaRDD<org.apache.spark.mllib.regression.LabeledPoint> data)
Convert a JavaRDD to a H2O Frame with Names
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public static DeeplearningModelSummary getDeeplearningModelSummary(org.apache.spark.api.java.JavaSparkContext sparkContext, org.apache.spark.api.java.JavaRDD<org.apache.spark.mllib.regression.LabeledPoint> testingData, org.apache.spark.api.java.JavaPairRDD<Double,Double> predictionsAndLabels)
predictionsAndLabels
- Predictions and actual labelspublic static water.fvec.Frame javaRDDToFrame(String[] names, org.apache.spark.api.java.JavaRDD<org.apache.spark.mllib.regression.LabeledPoint> data)
data
- Data to be converted to a FrameCopyright © 2016 WSO2, Inc.. All Rights Reserved.