DEVELOPMENT... OpenML
Run
187566

Run 187566

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9388
Per class
F measure
0.8894
Per class
Kappa
0.7513
KB relative information score
92.7129
Mean absolute error
0.1385
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9033
Per class
Predictive accuracy
0.8939
Prior entropy
0.9347
Recall
0.8939
Per class
Relative absolute error
0.3046
Root mean prior squared error
0.4765
Root mean squared error
0.2781
Root relative squared error
0.5836
SciMark benchmark
934.0566