Run
503585

Run 503585

Task 1728 (Learning Curve) credit-approval 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
0.9236 ± 0.0477
Per class
F measure
0.8554 ± 0.0512
Per class
Kappa
0.7081 ± 0.1052
KB relative information score
408.8356 ± 5.0549
Mean absolute error
0.2159 ± 0.0329
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.8566 ± 0.0538
Per class
Predictive accuracy
0.8551 ± 0.0507
Prior entropy
0.9913
Recall
0.8551 ± 0.0507
Per class
Relative absolute error
0.4372 ± 0.0667
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.3188 ± 0.0463
Root relative squared error
0.6414 ± 0.0934
SciMark benchmark
571.0353
UserCPU time millis
70
UserCPU time millis training
70