Run
451342

Run 451342

Task 237 (Supervised Classification) audiology Uploaded 20-05-2015 by Joaquin Vanschoren
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Flow

weka.LADTree(4)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(4)_B10

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.

22 Evaluation measures

Area under ROC curve
0.8869
Per class
Cross-validation details (33% Holdout set)
F measure
0.6104
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5842
Cross-validation details (33% Holdout set)
KB relative information score
43.2051
Cross-validation details (33% Holdout set)
Mean absolute error
0.0355
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
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.6183
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6351
Cross-validation details (33% Holdout set)
Prior entropy
3.6349
Cross-validation details (33% Holdout set)
Recall
0.6351
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4828
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1925
Cross-validation details (33% Holdout set)
Root mean squared error
0.1532
Cross-validation details (33% Holdout set)
Root relative squared error
0.7955
Cross-validation details (33% Holdout set)
SciMark benchmark
608.4057
UserCPU time millis
590
Cross-validation details (33% Holdout set)
UserCPU time millis training
590
Cross-validation details (33% Holdout set)