DEVELOPMENT... OpenML
Run
187635

Run 187635

Task 3890 (Supervised Classification) ada_prior 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
0.8994
Per class
F measure
0.8408
Per class
Kappa
0.5796
KB relative information score
2000.0469
Mean absolute error
0.1922
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8438
Per class
Predictive accuracy
0.8387
Prior entropy
0.8085
Recall
0.8387
Per class
Relative absolute error
0.5151
Root mean prior squared error
0.4319
Root mean squared error
0.3416
Root relative squared error
0.7908
SciMark benchmark
935.4444
UserCPU time millis
50
UserCPU time millis testing
40
UserCPU time millis training
10