DEVELOPMENT... OpenML
Run
181189

Run 181189

Task 3524 (Supervised Classification) fbis.wc 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
0.7892
Per class
F measure
0.6051
Per class
Kappa
0.5871
KB relative information score
1361.1447
Mean absolute error
0.0415
Mean prior absolute error
0.1047
Number of instances
2463
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6958
Per class
Predictive accuracy
0.6476
Prior entropy
3.5848
Recall
0.6476
Per class
Relative absolute error
0.3958
Root mean prior squared error
0.2288
Root mean squared error
0.2036
Root relative squared error
0.8899
SciMark benchmark
1310.3951
UserCPU time millis
809470
UserCPU time millis testing
460720
UserCPU time millis training
348750