Run
296828

Run 296828

Task 66 (Learning Curve) audiology Uploaded 17-03-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(5)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(5)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(5)_X1
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5

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.

20 Evaluation measures

Area under ROC curve
0.8893 ± 0.0423
Per class
Kappa
0.6161 ± 0.0917
KB relative information score
0.3041 ± 0.0879
Mean absolute error
0.0618 ± 0.0054
Mean prior absolute error
0.0724 ± 0.0004
Number of instances
2260
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Predictive accuracy
0.677 ± 0.0788
Prior entropy
3.4373 ± 0.1528
Recall
0.677 ± 0.0788
Per class
Relative absolute error
0.8542 ± 0.0746
Root mean prior squared error
0.1893 ± 0.0011
Root mean squared error
0.1628 ± 0.0097
Root relative squared error
0.8602 ± 0.0507
SciMark benchmark
1345.848
UserCPU time millis
440
UserCPU time millis training
440