DEVELOPMENT... OpenML
Run
187664

Run 187664

Task 3907 (Supervised Classification) mc1 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
0.9213
Per class
F measure
0.9863
Per class
Kappa
0.2291
KB relative information score
-53550.6621
Mean absolute error
0.0252
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9894
Per class
Predictive accuracy
0.9836
Prior entropy
0.0622
Recall
0.9836
Per class
Relative absolute error
1.7575
Root mean prior squared error
0.0845
Root mean squared error
0.1166
Root relative squared error
1.3805
SciMark benchmark
1290.1085
UserCPU time millis
260
UserCPU time millis testing
140
UserCPU time millis training
120