DEVELOPMENT... OpenML
Run
180209

Run 180209

Task 266 (Supervised Classification) segment 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
0.9707
Per class
F measure
0.9499
Per class
Kappa
0.9418
KB relative information score
720.9897
Mean absolute error
0.0142
Mean prior absolute error
0.2449
Number of instances
762
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9503
Per class
Predictive accuracy
0.9501
Prior entropy
2.8074
Recall
0.9501
Per class
Relative absolute error
0.0582
Root mean prior squared error
0.3499
Root mean squared error
0.1194
Root relative squared error
0.3411
SciMark benchmark
1315.395
UserCPU time millis
290
UserCPU time millis testing
110
UserCPU time millis training
180