DEVELOPMENT... OpenML
Run
144069

Run 144069

Task 3905 (Supervised Classification) mc2 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
0.6848
Per class
F measure
0.6877
Per class
Kappa
0.2667
KB relative information score
29.9472
Mean absolute error
0.3457
Mean prior absolute error
0.4381
Number of instances
161
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6849
Per class
Predictive accuracy
0.7019
Prior entropy
0.9099
Recall
0.7019
Per class
Relative absolute error
0.7891
Root mean prior squared error
0.4676
Root mean squared error
0.4648
Root relative squared error
0.994
SciMark benchmark
915.2795
UserCPU time millis
110
UserCPU time millis testing
90
UserCPU time millis training
20