DEVELOPMENT... OpenML
Run
187612

Run 187612

Task 3840 (Supervised Classification) letter 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
0.9942
Per class
F measure
0.9853
Per class
Kappa
0.8052
KB relative information score
10896.2509
Mean absolute error
0.0196
Mean prior absolute error
0.078
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9852
Per class
Predictive accuracy
0.9859
Prior entropy
0.2455
Recall
0.9859
Per class
Relative absolute error
0.2515
Root mean prior squared error
0.1975
Root mean squared error
0.0996
Root relative squared error
0.5043
SciMark benchmark
1350.9691
UserCPU time millis
190
UserCPU time millis testing
90
UserCPU time millis training
100