DEVELOPMENT... OpenML
Run
144032

Run 144032

Task 3859 (Supervised Classification) prnn_fglass 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
0.7565
Per class
F measure
0.7578
Per class
Kappa
0.4612
KB relative information score
65.0617
Mean absolute error
0.3249
Mean prior absolute error
0.4584
Number of instances
214
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7615
Per class
Predictive accuracy
0.7664
Prior entropy
0.9397
Recall
0.7664
Per class
Relative absolute error
0.7086
Root mean prior squared error
0.4786
Root mean squared error
0.4294
Root relative squared error
0.8974
SciMark benchmark
915.2795

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