Run
1812491

Run 1812491

Task 125861 (Learning Curve) oh5.wc Uploaded 17-08-2016 by Jan van Rijn
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Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1

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.

22 Evaluation measures

Area under ROC curve
0.9084 ± 0.0275
Per class
F measure
0.7671 ± 0.0589
Per class
Kappa
0.7422 ± 0.066
KB relative information score
692.922 ± 5.493
Mean absolute error
0.0458 ± 0.0111
Mean prior absolute error
0.1775 ± 0.0001
Number of instances
918
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.7793 ± 0.059
Per class
Predictive accuracy
0.7712 ± 0.0582
Prior entropy
3.2382
Recall
0.7712 ± 0.0582
Per class
Relative absolute error
0.258 ± 0.0629
Root mean prior squared error
0.2979 ± 0.0002
Root mean squared error
0.2097 ± 0.0243
Root relative squared error
0.704 ± 0.0818
SciMark benchmark
1402.9985
UserCPU time millis
1048220
UserCPU time millis testing
180
UserCPU time millis training
1048040