DEVELOPMENT... OpenML
Run
187519

Run 187519

Task 3678 (Supervised Classification) fri_c3_1000_5 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
0.9331
Per class
F measure
0.8473
Per class
Kappa
0.6889
KB relative information score
626.5776
Mean absolute error
0.1931
Mean prior absolute error
0.4921
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.848
Per class
Predictive accuracy
0.848
Prior entropy
0.9886
Recall
0.848
Per class
Relative absolute error
0.3925
Root mean prior squared error
0.496
Root mean squared error
0.3174
Root relative squared error
0.6399
SciMark benchmark
1325.2092
UserCPU time millis
10
UserCPU time millis training
10