DEVELOPMENT... OpenML
Run
180461

Run 180461

Task 3510 (Supervised Classification) JapaneseVowels 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
0.9403
Per class
F measure
0.8915
Per class
Kappa
0.8807
KB relative information score
8820.8758
Mean absolute error
0.0234
Mean prior absolute error
0.1962
Number of instances
9961
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8947
Per class
Predictive accuracy
0.8948
Prior entropy
3.1321
Recall
0.8948
Per class
Relative absolute error
0.1192
Root mean prior squared error
0.3132
Root mean squared error
0.1529
Root relative squared error
0.4882
SciMark benchmark
1318.1432
UserCPU time millis
12310
UserCPU time millis testing
7100
UserCPU time millis training
5210