DEVELOPMENT... OpenML
Run
144018

Run 144018

Task 3840 (Supervised Classification) letter 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
0.9966
Per class
F measure
0.9892
Per class
Kappa
0.8583
KB relative information score
12160.0445
Mean absolute error
0.017
Mean prior absolute error
0.078
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9892
Per class
Predictive accuracy
0.9896
Prior entropy
0.2455
Recall
0.9896
Per class
Relative absolute error
0.2176
Root mean prior squared error
0.1975
Root mean squared error
0.0888
Root relative squared error
0.4498
SciMark benchmark
904.3001
UserCPU time millis
1070
UserCPU time millis testing
780
UserCPU time millis training
290

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