DEVELOPMENT... OpenML
Run
144063

Run 144063

Task 3898 (Supervised Classification) kc1-top5 Uploaded 31-01-2015 by Felicia West
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Flow

weka.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_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
0.7646
Per class
F measure
0.936
Per class
Kappa
0.3674
KB relative information score
4.9664
Mean absolute error
0.069
Mean prior absolute error
0.1096
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9342
Per class
Predictive accuracy
0.9379
Prior entropy
0.3323
Recall
0.9379
Per class
Relative absolute error
0.6289
Root mean prior squared error
0.2284
Root mean squared error
0.2361
Root relative squared error
1.0338
SciMark benchmark
917.7039
UserCPU time millis
1400
UserCPU time millis testing
1140
UserCPU time millis training
260