DEVELOPMENT... OpenML
Run
180261

Run 180261

Task 1790 (Supervised Classification) nursery 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
0.9647
Per class
F measure
0.9497
Per class
Kappa
0.9261
KB relative information score
59965.8933
Mean absolute error
0.0202
Mean prior absolute error
0.273
Number of instances
64800
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9502
Per class
Predictive accuracy
0.9495
Prior entropy
1.7176
Recall
0.9495
Per class
Relative absolute error
0.074
Root mean prior squared error
0.3695
Root mean squared error
0.1421
Root relative squared error
0.3847
SciMark benchmark
1435.4217
UserCPU time millis
1940
UserCPU time millis testing
870
UserCPU time millis training
1070