DEVELOPMENT... OpenML
Run
100766

Run 100766

Task 3890 (Supervised Classification) ada_prior Uploaded 08-12-2014 by Felicia West
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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
0.8891
Per class
Build CPU time
0.8659
Build memory
58739669.3538
F measure
0.8359
Per class
Kappa
0.5482
KB relative information score
1869.0685
Mean absolute error
0.2107
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8346
Per class
Predictive accuracy
0.8413
Prior entropy
0.8085
Recall
0.8413
Per class
Relative absolute error
0.5647
Root mean prior squared error
0.4319
Root mean squared error
0.3316
Root relative squared error
0.7676
SciMark benchmark
947.9978