Run
5800

Run 5800

Task 1714 (Learning Curve) breast-w Uploaded 06-05-2014 by Jan van Rijn
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Flow

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

Result files

xml
Description

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

arff
Predictions

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

19 Evaluation measures

Area under ROC curve
0.9933 ± 0.0049
Per class
F measure
0.9613 ± 0.0253
Per class
Kappa
0.9143 ± 0.0561
KB relative information score
0.8944 ± 0.0454
Mean absolute error
0.0495 ± 0.0185
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[ Oracle Corporation, 1.7.0_15, amd64, Linux, 3.5.0-27-generic ]
Precision
0.9613 ± 0.0248
Per class
Predictive accuracy
0.9614 ± 0.0253
Prior entropy
0.9293 ± 0.0043
Recall
0.9614 ± 0.0253
Per class
Relative absolute error
0.1095 ± 0.041
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.168 ± 0.0544
Root relative squared error
0.3534 ± 0.1143
SciMark benchmark
864.9937