Run
454113

Run 454113

Task 116 (Learning Curve) ionosphere Uploaded 31-05-2015 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
0.9454 ± 0.0442
Per class
F measure
0.9025 ± 0.0468
Per class
Kappa
0.7866 ± 0.1025
KB relative information score
0.717 ± 0.0911
Mean absolute error
0.1354 ± 0.0398
Mean prior absolute error
0.4604 ± 0.0038
Number of instances
3510
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9031 ± 0.0456
Per class
Predictive accuracy
0.9034 ± 0.0458
Prior entropy
0.9418 ± 0.0113
Recall
0.9034 ± 0.0458
Per class
Relative absolute error
0.294 ± 0.0862
Root mean prior squared error
0.4797 ± 0.004
Root mean squared error
0.2797 ± 0.0656
Root relative squared error
0.583 ± 0.1366
SciMark benchmark
934.3653
UserCPU time millis
130
UserCPU time millis training
130