DEVELOPMENT... OpenML
Run
100299

Run 100299

Task 269 (Supervised Classification) sonar 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
0.6905
Per class
Build CPU time
0.014
Build memory
64421584
F measure
0.6915
Per class
Kappa
0.3791
KB relative information score
25.138
Mean absolute error
0.3129
Mean prior absolute error
0.4971
Number of instances
68
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6921
Per class
Predictive accuracy
0.6912
Prior entropy
0.9968
Recall
0.6912
Per class
Relative absolute error
0.6296
Root mean prior squared error
0.4982
Root mean squared error
0.5564
Root relative squared error
1.1169
SciMark benchmark
947.9978