Run
454506

Run 454506

Task 65 (Learning Curve) arrhythmia Uploaded 05-06-2015 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
0.8442 ± 0.0432
Per class
F measure
0.681
Per class
Kappa
0.5487 ± 0.087
KB relative information score
0.5098 ± 0.0566
Mean absolute error
0.0481 ± 0.0048
Mean prior absolute error
0.0855 ± 0.0007
Number of instances
4520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6591
Per class
Predictive accuracy
0.706 ± 0.0554
Prior entropy
2.4124 ± 0.056
Recall
0.706 ± 0.0554
Per class
Relative absolute error
0.562 ± 0.055
Root mean prior squared error
0.2055 ± 0.0018
Root mean squared error
0.1682 ± 0.0122
Root relative squared error
0.8187 ± 0.0577
SciMark benchmark
937.5156
UserCPU time millis
5040
UserCPU time millis training
5040