Run
100273

Run 100273

Task 237 (Supervised Classification) audiology Uploaded 08-12-2014 by Joaquin Vanschoren
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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
0.891
Per class
Cross-validation details (33% Holdout set)
Build CPU time
9.442
Cross-validation details (33% Holdout set)
Build memory
837616664
Cross-validation details (33% Holdout set)
F measure
0.689
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6669
Cross-validation details (33% Holdout set)
KB relative information score
48.422
Cross-validation details (33% Holdout set)
Mean absolute error
0.0238
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0736
Cross-validation details (33% Holdout set)
Number of instances
74
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7153
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7027
Cross-validation details (33% Holdout set)
Prior entropy
3.6349
Cross-validation details (33% Holdout set)
Recall
0.7027
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3229
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1925
Cross-validation details (33% Holdout set)
Root mean squared error
0.1466
Cross-validation details (33% Holdout set)
Root relative squared error
0.7615
Cross-validation details (33% Holdout set)
SciMark benchmark
945.1738