DEVELOPMENT... OpenML
Run
187656

Run 187656

Task 3917 (Supervised Classification) kc1 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
0.7806
Per class
F measure
0.818
Per class
Kappa
0.223
KB relative information score
143.5521
Mean absolute error
0.2025
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8142
Per class
Predictive accuracy
0.8473
Prior entropy
0.622
Recall
0.8473
Per class
Relative absolute error
0.7741
Root mean prior squared error
0.3615
Root mean squared error
0.3373
Root relative squared error
0.9331
SciMark benchmark
944.529
UserCPU time millis
50
UserCPU time millis testing
30
UserCPU time millis training
20