DEVELOPMENT... OpenML
Run
187562

Run 187562

Task 3745 (Supervised Classification) mv 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
0.9979
Per class
F measure
0.9481
Per class
Kappa
0.8934
KB relative information score
34947.3766
Mean absolute error
0.0737
Mean prior absolute error
0.4813
Number of instances
40768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.953
Per class
Predictive accuracy
0.9477
Prior entropy
0.9729
Recall
0.9477
Per class
Relative absolute error
0.1531
Root mean prior squared error
0.4906
Root mean squared error
0.1762
Root relative squared error
0.3591
SciMark benchmark
930.067
UserCPU time millis
380
UserCPU time millis testing
140
UserCPU time millis training
240