DEVELOPMENT... OpenML
Run
180343

Run 180343

Task 1906 (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
0.9746
Per class
F measure
0.9641
Per class
Kappa
0.9474
KB relative information score
122467.8183
Mean absolute error
0.0144
Mean prior absolute error
0.273
Number of instances
129600
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9642
Per class
Predictive accuracy
0.9641
Prior entropy
1.7176
Recall
0.9641
Per class
Relative absolute error
0.0526
Root mean prior squared error
0.3695
Root mean squared error
0.1198
Root relative squared error
0.3242
SciMark benchmark
1291.6995
UserCPU time millis
2020
UserCPU time millis testing
1070
UserCPU time millis training
950