Run
157488

Run 157488

Task 1701 (Learning Curve) anneal Uploaded 11-02-2015 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
0.9789 ± 0.0093
Per class
F measure
0.9711 ± 0.0104
Per class
Kappa
0.9282 ± 0.0319
KB relative information score
0.8421 ± 0.0471
Mean absolute error
0.0287 ± 0.007
Mean prior absolute error
0.1343 ± 0.0013
Number of instances
898
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9715 ± 0.0073
Per class
Predictive accuracy
0.971 ± 0.0141
Prior entropy
1.1915 ± 0.026
Recall
0.971 ± 0.0141
Per class
Relative absolute error
0.2139 ± 0.0524
Root mean prior squared error
0.2582 ± 0.0024
Root mean squared error
0.1032 ± 0.0171
Root relative squared error
0.3995 ± 0.0668
SciMark benchmark
642.8724
UserCPU time millis
720
UserCPU time millis training
720