DEVELOPMENT... OpenML
Run
187634

Run 187634

Task 3856 (Supervised Classification) kdd_ipums_la_97-small 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
0.977
Per class
F measure
0.9429
Per class
Kappa
0.8787
KB relative information score
6074.7967
Mean absolute error
0.0619
Mean prior absolute error
0.466
Number of instances
7019
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9455
Per class
Predictive accuracy
0.9424
Prior entropy
0.9504
Recall
0.9424
Per class
Relative absolute error
0.1328
Root mean prior squared error
0.4827
Root mean squared error
0.2252
Root relative squared error
0.4666
SciMark benchmark
934.0566
UserCPU time millis
440
UserCPU time millis testing
300
UserCPU time millis training
140