DEVELOPMENT... OpenML
Run
143887

Run 143887

Task 3693 (Supervised Classification) fri_c4_100_100 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
0.8324
Per class
F measure
0.7796
Per class
Kappa
0.5626
KB relative information score
42.8871
Mean absolute error
0.297
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7894
Per class
Predictive accuracy
0.78
Prior entropy
0.9975
Recall
0.78
Per class
Relative absolute error
0.5961
Root mean prior squared error
0.4991
Root mean squared error
0.3963
Root relative squared error
0.794
SciMark benchmark
935.8986
UserCPU time millis
1120
UserCPU time millis testing
910
UserCPU time millis training
210