DEVELOPMENT... OpenML
Run
187968

Run 187968

Task 4391 (Supervised Classification) house_16H Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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
0.9386
Per class
F measure
0.8771
Per class
Kappa
0.7054
KB relative information score
145040.3199
Mean absolute error
0.147
Mean prior absolute error
0.4168
Number of instances
227840
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8772
Per class
Predictive accuracy
0.8769
Prior entropy
0.8764
Recall
0.8769
Per class
Relative absolute error
0.3528
Root mean prior squared error
0.4565
Root mean squared error
0.3041
Root relative squared error
0.6662
SciMark benchmark
1325.942
UserCPU time millis
1720
UserCPU time millis testing
1290
UserCPU time millis training
430