Run
5869

Run 5869

Task 116 (Learning Curve) ionosphere Uploaded 07-05-2014 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
0.8659 ± 0.0835
Per class
F measure
0.8806 ± 0.0557
Per class
Kappa
0.7377 ± 0.1219
KB relative information score
0.704 ± 0.1021
Mean absolute error
0.1355 ± 0.0445
Mean prior absolute error
0.4604 ± 0.0038
Number of instances
3510
Per class
OS information
[ Oracle Corporation, 1.7.0_15, amd64, Linux, 3.5.0-27-generic ]
Precision
0.8822 ± 0.053
Per class
Predictive accuracy
0.8823 ± 0.0535
Prior entropy
0.9418 ± 0.0113
Recall
0.8823 ± 0.0535
Per class
Relative absolute error
0.2943 ± 0.0964
Root mean prior squared error
0.4797 ± 0.004
Root mean squared error
0.3167 ± 0.0723
Root relative squared error
0.6601 ± 0.1503
SciMark benchmark
864.8399