Run
157530

Run 157530

Task 1736 (Learning Curve) diabetes 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
0.8165 ± 0.0341
Per class
F measure
0.7636 ± 0.0314
Per class
Kappa
0.4713 ± 0.0718
KB relative information score
0.3297 ± 0.0482
Mean absolute error
0.3085 ± 0.0203
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
768
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7641 ± 0.0312
Per class
Predictive accuracy
0.7695 ± 0.0291
Prior entropy
0.9331 ± 0.0046
Recall
0.7695 ± 0.0291
Per class
Relative absolute error
0.6787 ± 0.0444
Root mean prior squared error
0.4766 ± 0.0016
Root mean squared error
0.4059 ± 0.0203
Root relative squared error
0.8516 ± 0.0424
SciMark benchmark
642.8724
UserCPU time millis
110
UserCPU time millis training
110