Run
1812120

Run 1812120

Task 10084 (Learning Curve) profb Uploaded 16-08-2016 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
0.7775 ± 0.0421
Per class
F measure
0.7491 ± 0.0265
Per class
Kappa
0.4264 ± 0.058
KB relative information score
196.4029 ± 2.1605
Mean absolute error
0.3126 ± 0.0142
Mean prior absolute error
0.4446 ± 0.0026
Number of instances
672
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.7476 ± 0.0277
Per class
Predictive accuracy
0.7545 ± 0.026
Prior entropy
0.9188
Recall
0.7545 ± 0.026
Per class
Relative absolute error
0.7032 ± 0.0287
Root mean prior squared error
0.4714 ± 0.0027
Root mean squared error
0.4195 ± 0.022
Root relative squared error
0.8898 ± 0.0433
SciMark benchmark
1897.2
UserCPU time millis
70
UserCPU time millis training
70