DEVELOPMENT... OpenML
Run
187653

Run 187653

Task 3915 (Supervised Classification) kc3 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
0.8027
Per class
F measure
0.8521
Per class
Kappa
0.2365
KB relative information score
-234.7354
Mean absolute error
0.1747
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8729
Per class
Predictive accuracy
0.8362
Prior entropy
0.4551
Recall
0.8362
Per class
Relative absolute error
1.0184
Root mean prior squared error
0.2917
Root mean squared error
0.3443
Root relative squared error
1.1805
SciMark benchmark
934.0566
UserCPU time millis
10
UserCPU time millis testing
10