Run
52830

Run 52830

Task 2098 (Learning Curve) abalone Uploaded 07-11-2014 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.NNge(2)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(2)_G5
weka.NNge(2)_I5

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
0.56 ± 0.0114
Per class
Build CPU time
0.2077
Build memory
3979307396.9231
Kappa
0.1205 ± 0.0227
KB relative information score
0.1624 ± 0.0216
Mean absolute error
0.0544 ± 0.0014
Mean prior absolute error
0.0618 ± 0
Number of instances
4177
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.2119 ± 0.02
Prior entropy
3.6031 ± 0.0188
Recall
0.2119 ± 0.02
Per class
Relative absolute error
0.8796 ± 0.0224
Root mean prior squared error
0.1757 ± 0
Root mean squared error
0.2331 ± 0.003
Root relative squared error
1.3267 ± 0.017
SciMark benchmark
1629.4508