Run
48668

Run 48668

Task 1736 (Learning Curve) diabetes Uploaded 05-11-2014 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
0.7114 ± 0.0483
Per class
Build CPU time
0.0136
Build memory
1212846938.6
F measure
0.7426 ± 0.0414
Per class
Kappa
0.4294 ± 0.0939
KB relative information score
0.4155 ± 0.0915
Mean absolute error
0.2552 ± 0.0401
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
768
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.7413 ± 0.0431
Per class
Predictive accuracy
0.7448 ± 0.0401
Prior entropy
0.9331 ± 0.0046
Recall
0.7448 ± 0.0401
Per class
Relative absolute error
0.5615 ± 0.088
Root mean prior squared error
0.4766 ± 0.0016
Root mean squared error
0.5052 ± 0.0402
Root relative squared error
1.0599 ± 0.0836
SciMark benchmark
1970.0822