Run
55002

Run 55002

Task 2098 (Learning Curve) abalone Uploaded 10-11-2014 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.Decorate(1)P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003. P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems..
weka.Decorate(1)_E15
weka.Decorate(1)_R1.0
weka.Decorate(1)_S1
weka.Decorate(1)_I50

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.

19 Evaluation measures

Area under ROC curve
0.7081 ± 0.0127
Per class
Build CPU time
3.5473
Build memory
1231175460.3692
Kappa
0.1232 ± 0.0171
KB relative information score
0.2314 ± 0.0113
Mean absolute error
0.0558 ± 0.0005
Mean prior absolute error
0.0618 ± 0
Number of instances
4177
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.2222 ± 0.016
Prior entropy
3.6031 ± 0.0188
Recall
0.2222 ± 0.016
Per class
Relative absolute error
0.9033 ± 0.0081
Root mean prior squared error
0.1757 ± 0
Root mean squared error
0.1776 ± 0.0012
Root relative squared error
1.0104 ± 0.0068
SciMark benchmark
1853.1129