Run
25142

Run 25142

Task 115 (Learning Curve) vowel Uploaded 16-08-2014 by Jan van Rijn
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Flow

weka.JRip(2)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9042 ± 0.0215
Per class
Build CPU time
0.0793
Build memory
1234290926.2311
F measure
0.7033 ± 0.0485
Per class
Kappa
0.674 ± 0.0548
KB relative information score
0.6746 ± 0.0486
Mean absolute error
0.0632 ± 0.0083
Mean prior absolute error
0.1653
Number of instances
9900
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.7045 ± 0.0444
Per class
Predictive accuracy
0.7036 ± 0.0498
Prior entropy
3.4594
Recall
0.7036 ± 0.0498
Per class
Relative absolute error
0.3822 ± 0.0505
Root mean prior squared error
0.2875
Root mean squared error
0.2141 ± 0.017
Root relative squared error
0.7446 ± 0.0592
SciMark benchmark
1173.8335[672.9323436982769983.8933357559995538.6214331989047968.7509771338422704.9693852760684]