DEVELOPMENT... OpenML
Run
187616

Run 187616

Task 3839 (Supervised Classification) JapaneseVowels Uploaded 25-02-2015 by Felicia West
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

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
0.9953
Per class
F measure
0.9731
Per class
Kappa
0.9019
KB relative information score
8415.4688
Mean absolute error
0.036
Mean prior absolute error
0.2716
Number of instances
9961
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9736
Per class
Predictive accuracy
0.9728
Prior entropy
0.6393
Recall
0.9728
Per class
Relative absolute error
0.1327
Root mean prior squared error
0.3685
Root mean squared error
0.1424
Root relative squared error
0.3866
SciMark benchmark
1331.6907
UserCPU time millis
120
UserCPU time millis testing
40
UserCPU time millis training
80