Run
452336

Run 452336

Task 4585 (Supervised Classification) arrhythmia Uploaded 22-05-2015 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
0.828
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7886
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5739
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2152.0036
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2721
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4520
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7885
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7887
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9949
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7887
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5482
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4069
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8166
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
936.2574
UserCPU time millis
1120
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1120
Cross-validation details (10 times 10-fold Crossvalidation)