DEVELOPMENT... OpenML
Run
187576

Run 187576

Task 3812 (Supervised Classification) arsenic-female-bladder 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
0.7882
Per class
F measure
0.8277
Per class
Kappa
0.2262
KB relative information score
19.5042
Mean absolute error
0.1822
Mean prior absolute error
0.2462
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8189
Per class
Predictive accuracy
0.8497
Prior entropy
0.5956
Recall
0.8497
Per class
Relative absolute error
0.7401
Root mean prior squared error
0.3502
Root mean squared error
0.3344
Root relative squared error
0.9549
SciMark benchmark
893.5298
UserCPU time millis
10
UserCPU time millis training
10