DEVELOPMENT... OpenML
Run
100311

Run 100311

Task 285 (Supervised Classification) vote 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
0.9992
Per class
Build CPU time
0.008
Build memory
961769944
F measure
0.9791
Per class
Kappa
0.9558
KB relative information score
131.3099
Mean absolute error
0.0429
Mean prior absolute error
0.4739
Number of instances
143
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9792
Per class
Predictive accuracy
0.979
Prior entropy
0.9627
Recall
0.979
Per class
Relative absolute error
0.0906
Root mean prior squared error
0.4865
Root mean squared error
0.1188
Root relative squared error
0.2441
SciMark benchmark
942.9279