OpenML
456498

Run 456498

Task 7535 (Learning Curve) monks-problems-2 Uploaded 24-06-2015 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
0.6523 ± 0.065
Per class
F measure
0.6117 ± 0.0313
Per class
Kappa
0.1357 ± 0.0691
KB relative information score
0.088 ± 0.0568
Mean absolute error
0.4023 ± 0.0226
Mean prior absolute error
0.4507 ± 0.0026
Number of instances
601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6621 ± 0.0777
Per class
Predictive accuracy
0.6789 ± 0.0262
Prior entropy
0.9274 ± 0.0078
Recall
0.6789 ± 0.0262
Per class
Relative absolute error
0.8925 ± 0.0507
Root mean prior squared error
0.4746 ± 0.0027
Root mean squared error
0.4457 ± 0.0147
Root relative squared error
0.9391 ± 0.0304
SciMark benchmark
942.832
UserCPU time millis
30
UserCPU time millis training
30