Run
1812403

Run 1812403

Task 125859 (Learning Curve) oh0.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
0.8941 ± 0.0245
Per class
F measure
0.7695 ± 0.0474
Per class
Kappa
0.7345 ± 0.0555
KB relative information score
740.654 ± 5.8294
Mean absolute error
0.0462 ± 0.0098
Mean prior absolute error
0.1749 ± 0.0002
Number of instances
1003
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.7776 ± 0.047
Per class
Predictive accuracy
0.7677 ± 0.0483
Prior entropy
3.1535
Recall
0.7677 ± 0.0483
Per class
Relative absolute error
0.2642 ± 0.056
Root mean prior squared error
0.2957 ± 0.0003
Root mean squared error
0.2127 ± 0.0232
Root relative squared error
0.7194 ± 0.0785
SciMark benchmark
1945.9694
UserCPU time millis
915920
UserCPU time millis testing
170
UserCPU time millis training
915750