DEVELOPMENT... OpenML
Run
105086

Run 105086

Task 4001 (Supervised Classification) pc1_req Uploaded 09-12-2014 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
0.4558
Per class
Build CPU time
0.0008
Build memory
341952252.8
F measure
0.5305
Per class
Kappa
-0.0062
KB relative information score
-4.9565
Mean absolute error
0.4501
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4424
Per class
Predictive accuracy
0.6625
Prior entropy
0.9204
Recall
0.6625
Per class
Relative absolute error
1.0105
Root mean prior squared error
0.4718
Root mean squared error
0.4783
Root relative squared error
1.0138
SciMark benchmark
935.37