Run
25146

Run 25146

Task 116 (Learning Curve) ionosphere Uploaded 16-08-2014 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
0.8659 ± 0.0835
Per class
Build CPU time
0.0158
Build memory
902019419.6667
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_55, amd64, Linux, 3.8.0-44-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
1119.4373[678.4288497518406954.8834924650555521.9941005447807933.22890201497222508.6509960938924]