本文整理了Java中org.apache.spark.mllib.linalg.Vector.asML()
方法的一些代码示例,展示了Vector.asML()
的具体用法。这些代码示例主要来源于Github
/Stackoverflow
/Maven
等平台,是从一些精选项目中提取出来的代码,具有较强的参考意义,能在一定程度帮忙到你。Vector.asML()
方法的具体详情如下:
包路径:org.apache.spark.mllib.linalg.Vector
类名称:Vector
方法名:asML
暂无
代码示例来源:origin: org.apache.spark/spark-mllib_2.11
@Test
public void testConvertVectorColumnsToAndFromML() {
Vector x = Vectors.dense(2.0);
Dataset<Row> dataset = spark.createDataFrame(
Collections.singletonList(new LabeledPoint(1.0, x)), LabeledPoint.class
).select("label", "features");
Dataset<Row> newDataset1 = MLUtils.convertVectorColumnsToML(dataset);
Row new1 = newDataset1.first();
Assert.assertEquals(RowFactory.create(1.0, x.asML()), new1);
Row new2 = MLUtils.convertVectorColumnsToML(dataset, "features").first();
Assert.assertEquals(new1, new2);
Row old1 = MLUtils.convertVectorColumnsFromML(newDataset1).first();
Assert.assertEquals(RowFactory.create(1.0, x), old1);
}
代码示例来源:origin: org.apache.spark/spark-mllib_2.10
@Test
public void testConvertVectorColumnsToAndFromML() {
Vector x = Vectors.dense(2.0);
Dataset<Row> dataset = spark.createDataFrame(
Collections.singletonList(new LabeledPoint(1.0, x)), LabeledPoint.class
).select("label", "features");
Dataset<Row> newDataset1 = MLUtils.convertVectorColumnsToML(dataset);
Row new1 = newDataset1.first();
Assert.assertEquals(RowFactory.create(1.0, x.asML()), new1);
Row new2 = MLUtils.convertVectorColumnsToML(dataset, "features").first();
Assert.assertEquals(new1, new2);
Row old1 = MLUtils.convertVectorColumnsFromML(newDataset1).first();
Assert.assertEquals(RowFactory.create(1.0, x), old1);
}
代码示例来源:origin: org.apache.spark/spark-mllib
@Test
public void testConvertVectorColumnsToAndFromML() {
Vector x = Vectors.dense(2.0);
Dataset<Row> dataset = spark.createDataFrame(
Collections.singletonList(new LabeledPoint(1.0, x)), LabeledPoint.class
).select("label", "features");
Dataset<Row> newDataset1 = MLUtils.convertVectorColumnsToML(dataset);
Row new1 = newDataset1.first();
Assert.assertEquals(RowFactory.create(1.0, x.asML()), new1);
Row new2 = MLUtils.convertVectorColumnsToML(dataset, "features").first();
Assert.assertEquals(new1, new2);
Row old1 = MLUtils.convertVectorColumnsFromML(newDataset1).first();
Assert.assertEquals(RowFactory.create(1.0, x), old1);
}
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