DEVELOPMENT... OpenML
Run
143671

Run 143671

Task 6 (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
0.9992
Per class
F measure
0.9439
Per class
Kappa
0.9416
KB relative information score
19025.7069
Mean absolute error
0.0061
Mean prior absolute error
0.074
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
0.9444
Per class
Predictive accuracy
0.9439
Prior entropy
4.6998
Recall
0.9439
Per class
Relative absolute error
0.0826
Root mean prior squared error
0.1923
Root mean squared error
0.0562
Root relative squared error
0.2923
SciMark benchmark
915.2795
UserCPU time millis
9700
UserCPU time millis testing
8800
UserCPU time millis training
900