DEVELOPMENT... OpenML
Run
104430

Run 104430

Task 257 (Supervised Classification) colic 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
0.8388
Per class
Build CPU time
0.002
Build memory
865640568
F measure
0.7847
Per class
Kappa
0.5654
KB relative information score
65.2359
Mean absolute error
0.2479
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7848
Per class
Predictive accuracy
0.7851
Prior entropy
0.9509
Recall
0.7851
Per class
Relative absolute error
0.5078
Root mean prior squared error
0.505
Root mean squared error
0.4192
Root relative squared error
0.8302
SciMark benchmark
943.7068