DEVELOPMENT... OpenML
Run
143702

Run 143702

Task 50 (Supervised Classification) heart-h 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
0.9165
Per class
F measure
0.8453
Per class
Kappa
0.6618
KB relative information score
161.6791
Mean absolute error
0.0784
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8455
Per class
Predictive accuracy
0.8469
Prior entropy
1.0314
Recall
0.8469
Per class
Relative absolute error
0.4201
Root mean prior squared error
0.3037
Root mean squared error
0.211
Root relative squared error
0.6948
SciMark benchmark
945.6434
UserCPU time millis
10
UserCPU time millis testing
10