DEVELOPMENT... OpenML
Run
187642

Run 187642

Task 3902 (Supervised Classification) pc4 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
0.887
Per class
F measure
0.827
Per class
Kappa
0.3952
KB relative information score
-469.8275
Mean absolute error
0.2085
Mean prior absolute error
0.2148
Number of instances
1458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8955
Per class
Predictive accuracy
0.797
Prior entropy
0.5368
Recall
0.797
Per class
Relative absolute error
0.971
Root mean prior squared error
0.3274
Root mean squared error
0.4082
Root relative squared error
1.2469
SciMark benchmark
914.4835
UserCPU time millis
70
UserCPU time millis testing
50
UserCPU time millis training
20