Re: Increasing MSE with additional iterations

2016-05-04 Thread Till Rohrmann
Hi Trevor, the multiple linear regression implementation is quite sensitive to the initial learning rate. If the value is not set right, it might be the case that the algorithm alternates between ever increasing values left and right of the minimum. Could you try to set a smaller initial learning

Increasing MSE with additional iterations

2016-05-03 Thread Trevor Grant
Is it just me or does MSE tend to increase with more iterations of Linear Regression? Using 1.0.2 (or 1.1) %flink import org.apache.flink.ml.optimization.SimpleGradientDescent import org.apache.flink.ml.optimization.LearningRateMethod import org.apache.flink.ml.regression.MultipleLinearRegression