DEVELOPMENT... OpenML
Run
104624

Run 104624

Task 3881 (Supervised Classification) ipums_la_99-small Uploaded 08-12-2014 by Felicia West
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.8522
Per class
Build CPU time
0.1547
Build memory
691777723.024
F measure
0.8728
Per class
Kappa
0.2469
KB relative information score
-11684.3628
Mean absolute error
0.1696
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9188
Per class
Predictive accuracy
0.8424
Prior entropy
0.3444
Recall
0.8424
Per class
Relative absolute error
1.4096
Root mean prior squared error
0.2452
Root mean squared error
0.3525
Root relative squared error
1.4378
SciMark benchmark
892.0716