Run
52852

Run 52852

Task 1735 (Learning Curve) segment 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
0.9778 ± 0.0091
Per class
Build CPU time
0.0347
Build memory
4701382189.3333
F measure
0.9618 ± 0.0156
Per class
Kappa
0.9556 ± 0.0183
KB relative information score
0.9589 ± 0.0169
Mean absolute error
0.0109 ± 0.0045
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9622 ± 0.0155
Per class
Predictive accuracy
0.9619 ± 0.0156
Prior entropy
2.8074
Recall
0.9619 ± 0.0156
Per class
Relative absolute error
0.0444 ± 0.0183
Root mean prior squared error
0.3499
Root mean squared error
0.1043 ± 0.0208
Root relative squared error
0.2981 ± 0.0594
SciMark benchmark
1629.4508