Run
25272

Run 25272

Task 72 (Learning Curve) breast-cancer Uploaded 17-08-2014 by Jan van Rijn
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Flow

weka.Logistic(2)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.6347 ± 0.0998
Per class
Build CPU time
0.0129
Build memory
3491800282.88
F measure
0.6731 ± 0.0711
Per class
Kappa
0.1909 ± 0.1721
KB relative information score
0.0794 ± 0.1143
Mean absolute error
0.3716 ± 0.0397
Mean prior absolute error
0.4183 ± 0.0065
Number of instances
2860
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.6665 ± 0.0844
Per class
Predictive accuracy
0.6909 ± 0.0665
Prior entropy
0.8779 ± 0.0199
Recall
0.6909 ± 0.0665
Per class
Relative absolute error
0.8883 ± 0.0924
Root mean prior squared error
0.457 ± 0.0071
Root mean squared error
0.4664 ± 0.0417
Root relative squared error
1.0205 ± 0.0893
SciMark benchmark
1134.4926[668.291459810944951.5826751851873517.9651346927403935.22655189912352599.3973201492345]