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From cjwang ...@cjwang.us>
Subject LogisticRegressionWithLBFGS shows ERRORs
Date Fri, 13 Mar 2015 21:41:53 GMT
I am running LogisticRegressionWithLBFGS.  I got these lines on my console:

2015-03-12 17:38:03,897 ERROR breeze.optimize.StrongWolfeLineSearch |
Encountered bad values in function evaluation. Decreasing step size to 0.5
2015-03-12 17:38:03,967 ERROR breeze.optimize.StrongWolfeLineSearch |
Encountered bad values in function evaluation. Decreasing step size to 0.25
2015-03-12 17:38:04,036 ERROR breeze.optimize.StrongWolfeLineSearch |
Encountered bad values in function evaluation. Decreasing step size to 0.125
2015-03-12 17:38:04,105 ERROR breeze.optimize.StrongWolfeLineSearch |
Encountered bad values in function evaluation. Decreasing step size to
0.0625
2015-03-12 17:38:04,176 ERROR breeze.optimize.StrongWolfeLineSearch |
Encountered bad values in function evaluation. Decreasing step size to
0.03125
2015-03-12 17:38:04,247 ERROR breeze.optimize.StrongWolfeLineSearch |
Encountered bad values in function evaluation. Decreasing step size to
0.015625
2015-03-12 17:38:04,317 ERROR breeze.optimize.StrongWolfeLineSearch |
Encountered bad values in function evaluation. Decreasing step size to
0.0078125
2015-03-12 17:38:04,461 ERROR breeze.optimize.StrongWolfeLineSearch |
Encountered bad values in function evaluation. Decreasing step size to
0.005859375
2015-03-12 17:38:04,605 INFO breeze.optimize.StrongWolfeLineSearch | Line
search t: NaN fval: NaN rhs: NaN cdd: NaN
2015-03-12 17:38:04,672 INFO breeze.optimize.StrongWolfeLineSearch | Line
search t: NaN fval: NaN rhs: NaN cdd: NaN
2015-03-12 17:38:04,747 INFO breeze.optimize.StrongWolfeLineSearch | Line
search t: NaN fval: NaN rhs: NaN cdd: NaN
2015-03-12 17:38:04,818 INFO breeze.optimize.StrongWolfeLineSearch | Line
search t: NaN fval: NaN rhs: NaN cdd: NaN
2015-03-12 17:38:04,890 INFO breeze.optimize.StrongWolfeLineSearch | Line
search t: NaN fval: NaN rhs: NaN cdd: NaN
2015-03-12 17:38:04,962 INFO breeze.optimize.StrongWolfeLineSearch | Line
search t: NaN fval: NaN rhs: NaN cdd: NaN
2015-03-12 17:38:05,038 INFO breeze.optimize.StrongWolfeLineSearch | Line
search t: NaN fval: NaN rhs: NaN cdd: NaN
2015-03-12 17:38:05,107 INFO breeze.optimize.StrongWolfeLineSearch | Line
search t: NaN fval: NaN rhs: NaN cdd: NaN
2015-03-12 17:38:05,186 INFO breeze.optimize.StrongWolfeLineSearch | Line
search t: NaN fval: NaN rhs: NaN cdd: NaN
2015-03-12 17:38:05,256 INFO breeze.optimize.StrongWolfeLineSearch | Line
search t: NaN fval: NaN rhs: NaN cdd: NaN
2015-03-12 17:38:05,257 ERROR breeze.optimize.LBFGS | Failure! Resetting
history: breeze.optimize.FirstOrderException: Line search zoom failed


What causes them and how do I fix them?  

I checked my data and there seemed nothing out of the ordinary.  The
resulting prediction model seemed acceptable to me.  So, are these ERRORs
actually WARNINGs?  Could we or should we tune the level of these messages
down one notch? 



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