Run
503591

Run 503591

Task 10041 (Learning Curve) ada_agnostic Uploaded 29-12-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(6)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.DecisionTable_BestFirst(6)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(6)_X1

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
0.8699 ± 0.014
Per class
F measure
0.8299 ± 0.0158
Per class
Kappa
0.5235 ± 0.0444
KB relative information score
1615.4195 ± 12.2473
Mean absolute error
0.2333 ± 0.0085
Mean prior absolute error
0.3732 ± 0.0004
Number of instances
4562
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.8328 ± 0.0173
Per class
Predictive accuracy
0.8404 ± 0.0146
Prior entropy
0.8085
Recall
0.8404 ± 0.0146
Per class
Relative absolute error
0.6251 ± 0.0225
Root mean prior squared error
0.4319 ± 0.0005
Root mean squared error
0.3374 ± 0.0082
Root relative squared error
0.7812 ± 0.0187
SciMark benchmark
571.0353
UserCPU time millis
3350
UserCPU time millis testing
10
UserCPU time millis training
3340