DEVELOPMENT... OpenML
Run
187147

Run 187147

Task 4238 (Supervised Classification) wap.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
0.8087
Per class
F measure
0.6452
Per class
Kappa
0.6042
KB relative information score
9126.9094
Mean absolute error
0.0357
Mean prior absolute error
0.0899
Number of instances
15600
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7506
Per class
Predictive accuracy
0.6433
Prior entropy
3.7381
Recall
0.6433
Per class
Relative absolute error
0.3966
Root mean prior squared error
0.212
Root mean squared error
0.1889
Root relative squared error
0.891
SciMark benchmark
1292.2426
UserCPU time millis
1030830
UserCPU time millis testing
594050
UserCPU time millis training
436780