DEVELOPMENT... OpenML
Run
143984

Run 143984

Task 3800 (Supervised Classification) fri_c3_500_50 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
0.8978
Per class
F measure
0.8276
Per class
Kappa
0.6488
KB relative information score
271.1317
Mean absolute error
0.2361
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8276
Per class
Predictive accuracy
0.828
Prior entropy
0.9882
Recall
0.828
Per class
Relative absolute error
0.48
Root mean prior squared error
0.4959
Root mean squared error
0.3516
Root relative squared error
0.7091
SciMark benchmark
915.2795
UserCPU time millis
670
UserCPU time millis testing
590
UserCPU time millis training
80

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