DEVELOPMENT... OpenML
Run
187572

Run 187572

Task 3797 (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
0.9793
Per class
F measure
0.939
Per class
Kappa
0.8219
KB relative information score
866.0334
Mean absolute error
0.0827
Mean prior absolute error
0.3451
Number of instances
1156
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9388
Per class
Predictive accuracy
0.9394
Prior entropy
0.7637
Recall
0.9394
Per class
Relative absolute error
0.2395
Root mean prior squared error
0.4152
Root mean squared error
0.2148
Root relative squared error
0.5173
SciMark benchmark
1325.2092