Run
52878

Run 52878

Task 1757 (Learning Curve) waveform-5000 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
0.8389 ± 0.0122
Per class
Build CPU time
2.2017
Build memory
2816703353.8286
F measure
0.7844 ± 0.0157
Per class
Kappa
0.6779 ± 0.0243
KB relative information score
0.7061 ± 0.0222
Mean absolute error
0.1432 ± 0.0108
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
0.7853 ± 0.0161
Per class
Predictive accuracy
0.7852 ± 0.0162
Prior entropy
1.5849 ± 0
Recall
0.7852 ± 0.0162
Per class
Relative absolute error
0.3222 ± 0.0243
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.3784 ± 0.0141
Root relative squared error
0.8028 ± 0.0299
SciMark benchmark
1629.4508