Run
157515

Run 157515

Task 1722 (Learning Curve) cmc Uploaded 12-02-2015 by Jan van Rijn
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  • study_2 study_37 weka weka_3.7.12
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Flow

weka.LADTree(3)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(3)_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
0.7257 ± 0.0238
Per class
F measure
0.5543 ± 0.045
Per class
Kappa
0.309 ± 0.0709
KB relative information score
0.2343 ± 0.0215
Mean absolute error
0.3597 ± 0.0095
Mean prior absolute error
0.4308 ± 0.0004
Number of instances
1473
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5616 ± 0.0451
Per class
Predictive accuracy
0.5533 ± 0.0466
Prior entropy
1.539 ± 0.0029
Recall
0.5533 ± 0.0466
Per class
Relative absolute error
0.8349 ± 0.0226
Root mean prior squared error
0.4641 ± 0.0005
Root mean squared error
0.4286 ± 0.0084
Root relative squared error
0.9236 ± 0.0184
SciMark benchmark
642.8724
UserCPU time millis
400
UserCPU time millis training
400