接口 KBinsDiscretizerParams<T>
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- 类型参数:
T- The class type of this instance.
- 所有超级接口:
org.apache.flink.ml.common.param.HasInputCol<T>,org.apache.flink.ml.common.param.HasOutputCol<T>,KBinsDiscretizerModelParams<T>,org.apache.flink.ml.param.WithParams<T>
- 所有已知实现类:
KBinsDiscretizer
public interface KBinsDiscretizerParams<T> extends KBinsDiscretizerModelParams<T>
Params forKBinsDiscretizer.
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字段概要
字段 修饰符和类型 字段 说明 static StringKMEANSstatic org.apache.flink.ml.param.Param<Integer>NUM_BINSstatic StringQUANTILEstatic org.apache.flink.ml.param.Param<String>STRATEGYSupported options to define the widths of the bins are listed as follows.static org.apache.flink.ml.param.Param<Integer>SUB_SAMPLESstatic StringUNIFORM
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方法概要
所有方法 实例方法 默认方法 修饰符和类型 方法 说明 default intgetNumBins()default StringgetStrategy()default intgetSubSamples()default TsetNumBins(int value)default TsetStrategy(String value)default TsetSubSamples(Integer value)
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字段详细资料
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STRATEGY
static final org.apache.flink.ml.param.Param<String> STRATEGY
Supported options to define the widths of the bins are listed as follows.- uniform: all bins in each feature have identical widths.
- quantile: all bins in each feature have the same number of points.
- kmeans: values in each bin have the same nearest center of a 1D kmeans cluster.
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NUM_BINS
static final org.apache.flink.ml.param.Param<Integer> NUM_BINS
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SUB_SAMPLES
static final org.apache.flink.ml.param.Param<Integer> SUB_SAMPLES
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