Run
54275

Run 54275

Task 1757 (Learning Curve) waveform-5000 Uploaded 08-11-2014 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
0.6517 ± 0.0176
Per class
Build CPU time
0.0083
Build memory
2197037514.9714
F measure
0.5201 ± 0.0231
Per class
Kappa
0.304 ± 0.0351
KB relative information score
0.365 ± 0.032
Mean absolute error
0.3096 ± 0.0156
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.5149 ± 0.0248
Per class
Predictive accuracy
0.5356 ± 0.0234
Prior entropy
1.5849 ± 0
Recall
0.5356 ± 0.0234
Per class
Relative absolute error
0.6966 ± 0.035
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.5564 ± 0.014
Root relative squared error
1.1804 ± 0.0296
SciMark benchmark
1615.5755