DEVELOPMENT... OpenML
Run
180325

Run 180325

Task 1933 (Supervised Classification) vehicle 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
0.7553
Per class
F measure
0.6129
Per class
Kappa
0.5119
KB relative information score
4730.5736
Mean absolute error
0.1829
Mean prior absolute error
0.3748
Number of instances
8460
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6166
Per class
Predictive accuracy
0.6342
Prior entropy
1.9991
Recall
0.6342
Per class
Relative absolute error
0.488
Root mean prior squared error
0.4329
Root mean squared error
0.4277
Root relative squared error
0.9879
SciMark benchmark
1315.395
UserCPU time millis
160
UserCPU time millis testing
80
UserCPU time millis training
80