DEVELOPMENT... OpenML
Run
51418

Run 51418

Task 70 (Learning Curve) balance-scale Uploaded 06-11-2014 by Jason
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  • curves 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
0.9765 ± 0.0115
Per class
Build CPU time
0.0041
Build memory
1280081695.77
F measure
0.9013 ± 0.0324
Per class
Kappa
0.8197 ± 0.0607
KB relative information score
0.7799 ± 0.042
Mean absolute error
0.0908 ± 0.0165
Mean prior absolute error
0.3798 ± 0.0012
Number of instances
6250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9098 ± 0.0311
Per class
Predictive accuracy
0.8954 ± 0.0363
Prior entropy
1.3181 ± 0.0119
Recall
0.8954 ± 0.0363
Per class
Relative absolute error
0.2391 ± 0.0434
Root mean prior squared error
0.4356 ± 0.0014
Root mean squared error
0.2093 ± 0.0269
Root relative squared error
0.4806 ± 0.0616
SciMark benchmark
1723.761