DEVELOPMENT... OpenML
Run
100363

Run 100363

Task 1817 (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
0.9217
Per class
Build CPU time
0.2743
Build memory
40732573.6
F measure
0.7778
Per class
Kappa
0.7045
KB relative information score
3072.7229
Mean absolute error
0.124
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7772
Per class
Predictive accuracy
0.7785
Prior entropy
1.9991
Recall
0.7785
Per class
Relative absolute error
0.3308
Root mean prior squared error
0.4329
Root mean squared error
0.2808
Root relative squared error
0.6486
SciMark benchmark
942.3674