DEVELOPMENT... OpenML
Run
187908

Run 187908

Task 3892 (Supervised Classification) hiva_agnostic 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
0.6877
Per class
F measure
0.9571
Per class
Kappa
0.2897
KB relative information score
375.4296
Mean absolute error
0.0392
Mean prior absolute error
0.0682
Number of instances
4229
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9539
Per class
Predictive accuracy
0.9626
Prior entropy
0.221
Recall
0.9626
Per class
Relative absolute error
0.575
Root mean prior squared error
0.1844
Root mean squared error
0.1883
Root relative squared error
1.0216
SciMark benchmark
890.2894
UserCPU time millis
143800
UserCPU time millis testing
111990
UserCPU time millis training
31810