OpenML
456898

Run 456898

Task 68 (Learning Curve) autos Uploaded 02-07-2015 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
0.8745 ± 0.0575
Per class
F measure
0.6496 ± 0.111
Per class
Kappa
0.5499 ± 0.1374
KB relative information score
0.5338 ± 0.0934
Mean absolute error
0.1239 ± 0.0209
Mean prior absolute error
0.2209 ± 0.0014
Number of instances
2050
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6458 ± 0.1168
Per class
Predictive accuracy
0.6541 ± 0.106
Prior entropy
2.2802 ± 0.0732
Recall
0.6541 ± 0.106
Per class
Relative absolute error
0.561 ± 0.0946
Root mean prior squared error
0.3318 ± 0.0021
Root mean squared error
0.2677 ± 0.0376
Root relative squared error
0.8069 ± 0.1131
SciMark benchmark
911.6486