DEVELOPMENT... OpenML
Run
187600

Run 187600

Task 3848 (Supervised Classification) squash-unstored 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
0.7515
Per class
F measure
0.6523
Per class
Kappa
0.3158
KB relative information score
16.5951
Mean absolute error
0.3388
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6685
Per class
Predictive accuracy
0.6538
Prior entropy
0.996
Recall
0.6538
Per class
Relative absolute error
0.6814
Root mean prior squared error
0.4985
Root mean squared error
0.4916
Root relative squared error
0.9861
SciMark benchmark
930.067