DEVELOPMENT... OpenML
Run
187106

Run 187106

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 25-02-2015 by Felicia West
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Flow

weka.NBTree(3)Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.

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
0.9789
Per class
F measure
0.8881
Per class
Kappa
0.8733
KB relative information score
8380.4164
Mean absolute error
0.0421
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
0.8883
Per class
Predictive accuracy
0.8882
Prior entropy
3.1321
Recall
0.8882
Per class
Relative absolute error
0.2148
Root mean prior squared error
0.3132
Root mean squared error
0.1412
Root relative squared error
0.4509
SciMark benchmark
1341.5768
UserCPU time millis
44960
UserCPU time millis testing
1410
UserCPU time millis training
43550