DEVELOPMENT... OpenML
Run
187516

Run 187516

Task 3663 (Supervised Classification) cholesterol 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
0.5987
Per class
F measure
0.6135
Per class
Kappa
0.2183
KB relative information score
18.018
Mean absolute error
0.472
Mean prior absolute error
0.4955
Number of instances
303
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6143
Per class
Predictive accuracy
0.6172
Prior entropy
0.9935
Recall
0.6172
Per class
Relative absolute error
0.9527
Root mean prior squared error
0.4977
Root mean squared error
0.4967
Root relative squared error
0.9979
SciMark benchmark
1350.9691