DEVELOPMENT... OpenML
Run
180195

Run 180195

Task 261 (Supervised Classification) credit-g 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
0.6342
Per class
F measure
0.7008
Per class
Kappa
0.2772
KB relative information score
82.2578
Mean absolute error
0.2939
Mean prior absolute error
0.4202
Number of instances
330
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6972
Per class
Predictive accuracy
0.7061
Prior entropy
0.8818
Recall
0.7061
Per class
Relative absolute error
0.6996
Root mean prior squared error
0.4583
Root mean squared error
0.5422
Root relative squared error
1.1831
SciMark benchmark
1372.2145
UserCPU time millis
340
UserCPU time millis testing
140
UserCPU time millis training
200