DEVELOPMENT... OpenML
Run
180136

Run 180136

Task 29 (Supervised Classification) credit-approval Uploaded 25-02-2015 by Felicia West
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Flow

weka.NNge(3)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(3)_G5
weka.NNge(3)_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.

22 Evaluation measures

Area under ROC curve
0.8295
Per class
F measure
0.8318
Per class
Kappa
0.6594
KB relative information score
453.8756
Mean absolute error
0.1681
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8318
Per class
Predictive accuracy
0.8319
Prior entropy
0.9913
Recall
0.8319
Per class
Relative absolute error
0.3403
Root mean prior squared error
0.497
Root mean squared error
0.41
Root relative squared error
0.8251
SciMark benchmark
1325.2092
UserCPU time millis
90
UserCPU time millis testing
40
UserCPU time millis training
50