Run
436930

Run 436930

Task 74 (Learning Curve) breast-w Uploaded 13-05-2015 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
0.9903 ± 0.0081
Per class
F measure
0.9614 ± 0.0229
Per class
Kappa
0.9147 ± 0.0502
KB relative information score
0.8805 ± 0.0468
Mean absolute error
0.0564 ± 0.0199
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
6990
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9615 ± 0.022
Per class
Predictive accuracy
0.9614 ± 0.023
Prior entropy
0.9293 ± 0.0041
Recall
0.9614 ± 0.023
Per class
Relative absolute error
0.1247 ± 0.0439
Root mean prior squared error
0.4753 ± 0.0014
Root mean squared error
0.1763 ± 0.0498
Root relative squared error
0.3709 ± 0.1046
SciMark benchmark
922.7672
UserCPU time millis
60
UserCPU time millis training
60