Run
279594

Run 279594

Task 4616 (Supervised Classification) ar4 Uploaded 07-03-2015 by Jan van Rijn
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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
0.8064
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8125
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4012
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
239.527
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2043
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3076
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1070
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8189
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8075
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.707
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8075
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6644
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3899
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3851
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9876
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1360.2771
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10 times 10-fold Crossvalidation)