DEVELOPMENT... OpenML
Run
143862

Run 143862

Task 3667 (Supervised Classification) pbcseq 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
0.7338
Per class
F measure
0.6928
Per class
Kappa
0.3881
KB relative information score
609.4296
Mean absolute error
0.3507
Mean prior absolute error
0.5
Number of instances
1945
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6973
Per class
Predictive accuracy
0.6941
Prior entropy
1
Recall
0.6941
Per class
Relative absolute error
0.7015
Root mean prior squared error
0.5
Root mean squared error
0.4845
Root relative squared error
0.969
SciMark benchmark
935.8986
UserCPU time millis
300
UserCPU time millis testing
150
UserCPU time millis training
150

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