DEVELOPMENT... OpenML
Run
187810

Run 187810

Task 3795 (Supervised Classification) fri_c4_100_50 Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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
0.7792
Per class
F measure
0.7451
Per class
Kappa
0.4813
KB relative information score
40.4512
Mean absolute error
0.3014
Mean prior absolute error
0.4929
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
0.753
Per class
Predictive accuracy
0.75
Prior entropy
0.99
Recall
0.75
Per class
Relative absolute error
0.6115
Root mean prior squared error
0.4964
Root mean squared error
0.4437
Root relative squared error
0.8939
SciMark benchmark
935.4444
UserCPU time millis
170
UserCPU time millis testing
140
UserCPU time millis training
30

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