Run
1812136

Run 1812136

Task 125867 (Learning Curve) analcatdata_dmft 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
0.5814 ± 0.0296
Per class
F measure
0.2205 ± 0.0343
Per class
Kappa
0.0679 ± 0.0413
KB relative information score
77.2696 ± 1.3144
Mean absolute error
0.2706 ± 0.003
Mean prior absolute error
0.2774 ± 0.0001
Number of instances
797
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.2227 ± 0.0387
Per class
Predictive accuracy
0.2246 ± 0.0349
Prior entropy
2.5803
Recall
0.2246 ± 0.0349
Per class
Relative absolute error
0.9753 ± 0.0108
Root mean prior squared error
0.3724 ± 0.0001
Root mean squared error
0.3726 ± 0.0041
Root relative squared error
1.0004 ± 0.011
SciMark benchmark
1424.6465
UserCPU time millis
180
UserCPU time millis training
180