DEVELOPMENT... OpenML
Run
100309

Run 100309

Task 283 (Supervised Classification) vehicle 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
0.9055
Per class
Build CPU time
0.125
Build memory
891392424
F measure
0.7434
Per class
Kappa
0.6607
KB relative information score
193.2015
Mean absolute error
0.1373
Mean prior absolute error
0.3748
Number of instances
279
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7469
Per class
Predictive accuracy
0.7455
Prior entropy
1.9991
Recall
0.7455
Per class
Relative absolute error
0.3664
Root mean prior squared error
0.4328
Root mean squared error
0.3061
Root relative squared error
0.7073
SciMark benchmark
942.9279