Run
496404

Run 496404

Task 1728 (Learning Curve) credit-approval Uploaded 03-12-2015 by Joaquin Vanschoren
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Flow

weka.DecisionStump(5)Weka implementation of DecisionStump

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
0.8392 ± 0.0415
Per class
F measure
0.8554 ± 0.0421
Per class
Kappa
0.7116 ± 0.0829
KB relative information score
383.9037 ± 4.2373
Mean absolute error
0.2379 ± 0.0272
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.8663 ± 0.0399
Per class
Predictive accuracy
0.8551 ± 0.0421
Prior entropy
0.9913
Recall
0.8551 ± 0.0421
Per class
Relative absolute error
0.4817 ± 0.055
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.3452 ± 0.0426
Root relative squared error
0.6947 ± 0.0858
SciMark benchmark
812.774