DEVELOPMENT... OpenML
Run
181310

Run 181310

Task 4620 (Supervised Classification) kc3 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
0.5544
Per class
F measure
0.8676
Per class
Kappa
0.1375
KB relative information score
394.265
Mean absolute error
0.1162
Mean prior absolute error
0.1716
Number of instances
4580
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.856
Per class
Predictive accuracy
0.8838
Prior entropy
0.4551
Recall
0.8838
Per class
Relative absolute error
0.677
Root mean prior squared error
0.2917
Root mean squared error
0.3408
Root relative squared error
1.1685
SciMark benchmark
1327.8711
UserCPU time millis
110
UserCPU time millis testing
40
UserCPU time millis training
70