DEVELOPMENT... OpenML
Run
187530

Run 187530

Task 3753 (Supervised Classification) cloud 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
0.8781
Per class
F measure
0.845
Per class
Kappa
0.617
KB relative information score
56.4618
Mean absolute error
0.1997
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8501
Per class
Predictive accuracy
0.8519
Prior entropy
0.8813
Recall
0.8519
Per class
Relative absolute error
0.4772
Root mean prior squared error
0.4566
Root mean squared error
0.3426
Root relative squared error
0.7502
SciMark benchmark
932.251