Run
57024

Run 57024

Task 2094 (Learning Curve) adult Uploaded 12-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(3)_R1.0E-8
weka.Logistic(3)_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.

21 Evaluation measures

Area under ROC curve
0.9116 ± 0.0045
Per class
Build CPU time
1.8276
Build memory
1662635712.64
F measure
0.8513 ± 0.0034
Per class
Kappa
0.5797 ± 0.0103
KB relative information score
0.4351 ± 0.0115
Mean absolute error
0.1962 ± 0.003
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8504 ± 0.0034
Per class
Predictive accuracy
0.8565 ± 0.003
Prior entropy
0.7938 ± 0.0002
Recall
0.8565 ± 0.003
Per class
Relative absolute error
0.539 ± 0.0083
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3144 ± 0.0034
Root relative squared error
0.7368 ± 0.0081
SciMark benchmark
1276.0675