Run
324950

Run 324950

Task 1730 (Learning Curve) credit-g Uploaded 26-03-2015 by Joaquin Vanschoren
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  • study_2 study_37 weka weka_3.7.12
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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
0.7279 ± 0.0549
Per class
F measure
0.6997 ± 0.0394
Per class
Kappa
0.2629 ± 0.0977
KB relative information score
0.1459 ± 0.0567
Mean absolute error
0.349 ± 0.0192
Mean prior absolute error
0.4202
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6953 ± 0.0411
Per class
Predictive accuracy
0.714 ± 0.0378
Prior entropy
0.8813
Recall
0.714 ± 0.0378
Per class
Relative absolute error
0.8307 ± 0.0457
Root mean prior squared error
0.4583
Root mean squared error
0.4306 ± 0.023
Root relative squared error
0.9397 ± 0.0503
SciMark benchmark
1300.6483
UserCPU time millis
370
UserCPU time millis training
370