DEVELOPMENT... OpenML
Run
180217

Run 180217

Task 283 (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
0.7114
Per class
F measure
0.5335
Per class
Kappa
0.4208
KB relative information score
131.8781
Mean absolute error
0.2186
Mean prior absolute error
0.3748
Number of instances
279
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6001
Per class
Predictive accuracy
0.5627
Prior entropy
1.9991
Recall
0.5627
Per class
Relative absolute error
0.5834
Root mean prior squared error
0.4328
Root mean squared error
0.4676
Root relative squared error
1.0803
SciMark benchmark
825.5282
UserCPU time millis
250
UserCPU time millis testing
120
UserCPU time millis training
130