DEVELOPMENT... OpenML
Run
143964

Run 143964

Task 3781 (Supervised Classification) fri_c4_250_50 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
0.873
Per class
F measure
0.8077
Per class
Kappa
0.6125
KB relative information score
134.2251
Mean absolute error
0.238
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8078
Per class
Predictive accuracy
0.808
Prior entropy
0.9955
Recall
0.808
Per class
Relative absolute error
0.479
Root mean prior squared error
0.4984
Root mean squared error
0.3854
Root relative squared error
0.7733
SciMark benchmark
915.2795
UserCPU time millis
330
UserCPU time millis testing
290
UserCPU time millis training
40