[jvm-packages] support specified feature names when getModelDump and getFeatureScore (#3733)

* [jvm-packages] support specified feature names for jvm when get ModelDump and get FeatureScore (#3725)

* typo and style fix
This commit is contained in:
zengxy
2018-10-05 00:05:42 +08:00
committed by Nan Zhu
parent 34522d56f0
commit 9e73087324
6 changed files with 161 additions and 3 deletions

View File

@@ -187,16 +187,42 @@ class Booster private[xgboost4j](private[xgboost4j] var booster: JBooster)
booster.getModelDump(featureMap, withStats, format)
}
/**
* Dump model as Array of string with specified feature names.
*
* @param featureNames Names of features.
*/
@throws(classOf[XGBoostError])
def getModelDump(featureNames: Array[String]): Array[String] = {
booster.getModelDump(featureNames, false, "text")
}
def getModelDump(featureNames: Array[String], withStats: Boolean, format: String)
: Array[String] = {
booster.getModelDump(featureNames, withStats, format)
}
/**
* Get importance of each feature
*
* @return featureMap key: feature index, value: feature importance score
* @return featureScoreMap key: feature index, value: feature importance score
*/
@throws(classOf[XGBoostError])
def getFeatureScore(featureMap: String = null): mutable.Map[String, Integer] = {
booster.getFeatureScore(featureMap).asScala
}
/**
* Get importance of each feature with specified feature names.
*
* @return featureScoreMap key: feature name, value: feature importance score
*/
@throws(classOf[XGBoostError])
def getFeatureScore(featureNames: Array[String]): mutable.Map[String, Integer] = {
booster.getFeatureScore(featureNames).asScala
}
def getVersion: Int = booster.getVersion
def toByteArray: Array[Byte] = {