Run
1812130

Run 1812130

Task 125854 (Learning Curve) JapaneseVowels 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
0.9974 ± 0.0006
Per class
F measure
0.9428 ± 0.0068
Per class
Kappa
0.9352 ± 0.0076
KB relative information score
9324.2568 ± 4.3742
Mean absolute error
0.0187 ± 0.001
Mean prior absolute error
0.1962 ± 0
Number of instances
9961
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9428 ± 0.0069
Per class
Predictive accuracy
0.9428 ± 0.0067
Prior entropy
3.1321
Recall
0.9428 ± 0.0067
Per class
Relative absolute error
0.0951 ± 0.0052
Root mean prior squared error
0.3132 ± 0
Root mean squared error
0.0974 ± 0.004
Root relative squared error
0.3108 ± 0.0129
SciMark benchmark
1942.1791
UserCPU time millis
4590
UserCPU time millis testing
50
UserCPU time millis training
4540