Run
157531

Run 157531

Task 1740 (Learning Curve) soybean 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
0.9785 ± 0.0058
Per class
F measure
0.8349 ± 0.0555
Per class
Kappa
0.8201 ± 0.0369
KB relative information score
0.8061 ± 0.0176
Mean absolute error
0.0318 ± 0.0014
Mean prior absolute error
0.0961 ± 0.0001
Number of instances
683
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8632 ± 0.0396
Per class
Predictive accuracy
0.836 ± 0.0332
Prior entropy
3.8358 ± 0.0227
Recall
0.836 ± 0.0332
Per class
Relative absolute error
0.3312 ± 0.0148
Root mean prior squared error
0.2191 ± 0.0002
Root mean squared error
0.1125 ± 0.0064
Root relative squared error
0.5135 ± 0.0291
SciMark benchmark
642.8724
UserCPU time millis
1540
UserCPU time millis training
1540