Run
52851

Run 52851

Task 1740 (Learning Curve) soybean 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.

21 Evaluation measures

Area under ROC curve
0.9579 ± 0.0192
Per class
Build CPU time
0.0291
Build memory
546477889.2
F measure
0.9254 ± 0.0349
Per class
Kappa
0.9182 ± 0.0377
KB relative information score
0.936 ± 0.0319
Mean absolute error
0.0079 ± 0.0036
Mean prior absolute error
0.0961 ± 0.0001
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9273 ± 0.0313
Per class
Predictive accuracy
0.9253 ± 0.0345
Prior entropy
3.8358 ± 0.0227
Recall
0.9253 ± 0.0345
Per class
Relative absolute error
0.0818 ± 0.0377
Root mean prior squared error
0.2191 ± 0.0002
Root mean squared error
0.0887 ± 0.0211
Root relative squared error
0.4046 ± 0.0964
SciMark benchmark
1615.5755