DEVELOPMENT... OpenML
Run
187925

Run 187925

Task 3517 (Supervised Classification) 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
0.759
Per class
F measure
0.3921
Per class
Kappa
0.2748
KB relative information score
2290.4365
Mean absolute error
0.1527
Mean prior absolute error
0.2082
Number of instances
7019
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.3883
Per class
Predictive accuracy
0.3989
Prior entropy
2.7591
Recall
0.3989
Per class
Relative absolute error
0.7337
Root mean prior squared error
0.3226
Root mean squared error
0.3575
Root relative squared error
1.1082
SciMark benchmark
1372.2145
UserCPU time millis
1250
UserCPU time millis testing
710
UserCPU time millis training
540

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