DEVELOPMENT... OpenML
Run
180231

Run 180231

Task 1773 (Supervised Classification) autos 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
0.7689
Per class
F measure
0.6445
Per class
Kappa
0.5407
KB relative information score
576.8746
Mean absolute error
0.1006
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6442
Per class
Predictive accuracy
0.6478
Prior entropy
2.3268
Recall
0.6478
Per class
Relative absolute error
0.4555
Root mean prior squared error
0.3318
Root mean squared error
0.3172
Root relative squared error
0.9562
SciMark benchmark
1315.395
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10