DEVELOPMENT... OpenML
Run
104380

Run 104380

Task 21 (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
0.9923
Per class
Build CPU time
0.0024
Build memory
207160924.213
F measure
0.9053
Per class
Kappa
0.8012
KB relative information score
1127.0336
Mean absolute error
0.0992
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9097
Per class
Predictive accuracy
0.9109
Prior entropy
1.2099
Recall
0.9109
Per class
Relative absolute error
0.4333
Root mean prior squared error
0.3381
Root mean squared error
0.2015
Root relative squared error
0.5959
SciMark benchmark
912.1058