DEVELOPMENT... OpenML
Run
104636

Run 104636

Task 248 (Supervised Classification) mfeat-morphological 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
0.9643
Per class
Build CPU time
0.119
Build memory
174302800
F measure
0.7149
Per class
Kappa
0.6866
KB relative information score
500.9914
Mean absolute error
0.0627
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.719
Per class
Predictive accuracy
0.7182
Prior entropy
3.3219
Recall
0.7182
Per class
Relative absolute error
0.3482
Root mean prior squared error
0.3
Root mean squared error
0.1906
Root relative squared error
0.6353
SciMark benchmark
941.6964