Contents tagged with high variance

  • Debugging learning algorithm

    Few notes of how to debug machine learning algorithm:

    Get more training examples

    Try smaller sets of features

    Try getting additional features

    Try adding polinomial features

    Try increasing lambda

    Try decreasing lambda

    What those trys can achieve:

    fixes high variance

    fixes high variance

    fixes high bias

    fixes high bias

    fixes high bias

    fixes high variance

    more