DEVELOPMENT... OpenML
Run
187694

Run 187694

Task 4502 (Supervised Classification) socmob 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
0.9795
Per class
F measure
0.9407
Per class
Kappa
0.8269
KB relative information score
8689.3621
Mean absolute error
0.0815
Mean prior absolute error
0.3451
Number of instances
11560
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9405
Per class
Predictive accuracy
0.9411
Prior entropy
0.7637
Recall
0.9411
Per class
Relative absolute error
0.2361
Root mean prior squared error
0.4152
Root mean squared error
0.2116
Root relative squared error
0.5097
SciMark benchmark
1304.9611