DEVELOPMENT... OpenML
Run
104777

Run 104777

Task 3544 (Supervised Classification) analcatdata_broadwaymult Uploaded 08-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.5811
Per class
Build CPU time
0.0025
Build memory
1387238966.7088
F measure
0.2864
Per class
Kappa
0.0754
KB relative information score
38.3273
Mean absolute error
0.21
Mean prior absolute error
0.2203
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2646
Per class
Predictive accuracy
0.3123
Prior entropy
2.4897
Recall
0.3123
Per class
Relative absolute error
0.9531
Root mean prior squared error
0.3314
Root mean squared error
0.396
Root relative squared error
1.1947
SciMark benchmark
918.4301