Run
52845

Run 52845

Task 1722 (Learning Curve) cmc 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
0.5681 ± 0.0267
Per class
Build CPU time
0.0356
Build memory
760333228.8
F measure
0.4406 ± 0.0321
Per class
Kappa
0.1341 ± 0.0516
KB relative information score
0.2 ± 0.0466
Mean absolute error
0.3725 ± 0.0221
Mean prior absolute error
0.4308 ± 0.0004
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.44 ± 0.0329
Per class
Predictive accuracy
0.4413 ± 0.0332
Prior entropy
1.539 ± 0.0029
Recall
0.4413 ± 0.0332
Per class
Relative absolute error
0.8646 ± 0.0516
Root mean prior squared error
0.4641 ± 0.0005
Root mean squared error
0.6103 ± 0.018
Root relative squared error
1.315 ± 0.0392
SciMark benchmark
1615.5755