Package org.apache.spark.mllib.stat.test

Class ChiSqTestResult

Object
org.apache.spark.mllib.stat.test.ChiSqTestResult
All Implemented Interfaces:
TestResult<Object>
public class ChiSqTestResult extends Object implements TestResult<Object>
Object containing the test results for the chi-squared hypothesis test.

  • Method Details

    • degreesOfFreedom

      public int degreesOfFreedom()
      Description copied from interface: TestResult
      Returns the degree(s) of freedom of the hypothesis test. Return type should be Number(e.g. Int, Double) or tuples of Numbers for toString compatibility.
      Specified by:
      degreesOfFreedom in interface TestResult<Object>
      Returns:
      (undocumented)

    • method

      public String method()

    • nullHypothesis

      public String nullHypothesis()
      Description copied from interface: TestResult
      Null hypothesis of the test.
      Specified by:
      nullHypothesis in interface TestResult<Object>
      Returns:
      (undocumented)

    • pValue

      public double pValue()
      Description copied from interface: TestResult
      The probability of obtaining a test statistic result at least as extreme as the one that was actually observed, assuming that the null hypothesis is true.
      Specified by:
      pValue in interface TestResult<Object>
      Returns:
      (undocumented)

    • statistic

      public double statistic()
      Description copied from interface: TestResult
      Test statistic.
      Specified by:
      statistic in interface TestResult<Object>
      Returns:
      (undocumented)

    • toString

      public String toString()
      Description copied from interface: TestResult
      String explaining the hypothesis test result. Specific classes implementing this trait should override this method to output test-specific information.
      Specified by:
      toString in interface TestResult<Object>
      Overrides:
      toString in class Object
      Returns:
      (undocumented)