DEVELOPMENT... OpenML
Run
187679

Run 187679

Task 4396 (Supervised Classification) sensory 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
0.7185
Per class
F measure
0.6845
Per class
Kappa
0.3455
KB relative information score
1003.7261
Mean absolute error
0.4114
Mean prior absolute error
0.4856
Number of instances
5760
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6883
Per class
Predictive accuracy
0.692
Prior entropy
0.9792
Recall
0.692
Per class
Relative absolute error
0.8473
Root mean prior squared error
0.4927
Root mean squared error
0.4539
Root relative squared error
0.9213
SciMark benchmark
1073.494