DEVELOPMENT... OpenML
Run
100324

Run 100324

Task 1773 (Supervised Classification) autos 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
0.8056
Per class
Build CPU time
0.591
Build memory
87129419.9883
F measure
0.6268
Per class
Kappa
0.5123
KB relative information score
551.4628
Mean absolute error
0.1077
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6348
Per class
Predictive accuracy
0.6234
Prior entropy
2.3268
Recall
0.6234
Per class
Relative absolute error
0.4874
Root mean prior squared error
0.3318
Root mean squared error
0.3217
Root relative squared error
0.9698
SciMark benchmark
918.4301