DEVELOPMENT... OpenML
Run
100787

Run 100787

Task 3917 (Supervised Classification) kc1 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
0.7973
Per class
Build CPU time
0.0797
Build memory
138041244.3547
F measure
0.8264
Per class
Kappa
0.2552
KB relative information score
148.8728
Mean absolute error
0.2087
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8293
Per class
Predictive accuracy
0.8563
Prior entropy
0.622
Recall
0.8563
Per class
Relative absolute error
0.7979
Root mean prior squared error
0.3615
Root mean squared error
0.3282
Root relative squared error
0.9078
SciMark benchmark
926.786