Run
55628

Run 55628

Task 2094 (Learning Curve) adult Uploaded 12-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(3)_B6

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.

21 Evaluation measures

Area under ROC curve
0.5924 ± 0.0064
Per class
Build CPU time
0.0135
Build memory
3178735708.32
F measure
0.7465 ± 0.0053
Per class
Kappa
0.2486 ± 0.0157
KB relative information score
0.3702 ± 0.0097
Mean absolute error
0.2034 ± 0.0031
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7967 ± 0.0058
Per class
Predictive accuracy
0.7966 ± 0.0031
Prior entropy
0.7938 ± 0.0002
Recall
0.7966 ± 0.0031
Per class
Relative absolute error
0.5588 ± 0.0086
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.451 ± 0.0035
Root relative squared error
1.0572 ± 0.0081
SciMark benchmark
1525.9265