DEVELOPMENT... OpenML
Run
104721

Run 104721

Task 2065 (Supervised Classification) primary-tumor 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
0.8388
Per class
Build CPU time
0.0095
Build memory
799298408.6844
F measure
0.4624
Per class
Kappa
0.4251
KB relative information score
138.9844
Mean absolute error
0.0554
Mean prior absolute error
0.0812
Number of instances
339
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4459
Per class
Predictive accuracy
0.4956
Prior entropy
3.7542
Recall
0.4956
Per class
Relative absolute error
0.6825
Root mean prior squared error
0.2011
Root mean squared error
0.1744
Root relative squared error
0.8674
SciMark benchmark
939.059