DEVELOPMENT... OpenML
Run
104477

Run 104477

Task 1785 (Supervised Classification) car 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
0.9877
Per class
Build CPU time
0.0008
Build memory
184734383.2
F measure
0.8976
Per class
Kappa
0.782
KB relative information score
5492.3648
Mean absolute error
0.1021
Mean prior absolute error
0.229
Number of instances
8640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9018
Per class
Predictive accuracy
0.9025
Prior entropy
1.2099
Recall
0.9025
Per class
Relative absolute error
0.446
Root mean prior squared error
0.3381
Root mean squared error
0.2057
Root relative squared error
0.6084
SciMark benchmark
936.8525