DEVELOPMENT... OpenML
Run
104558

Run 104558

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 08-12-2014 by Felicia West
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.9961
Per class
Build CPU time
0.144
Build memory
105345061.8605
F measure
0.9254
Per class
Kappa
0.9157
KB relative information score
9132.3302
Mean absolute error
0.0241
Mean prior absolute error
0.1962
Number of instances
9961
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9254
Per class
Predictive accuracy
0.9256
Prior entropy
3.1321
Recall
0.9256
Per class
Relative absolute error
0.1226
Root mean prior squared error
0.3132
Root mean squared error
0.1098
Root relative squared error
0.3507
SciMark benchmark
941.6964