DEVELOPMENT... OpenML
Run
143899

Run 143899

Task 3708 (Supervised Classification) house_8L Uploaded 31-01-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9421
Per class
F measure
0.8841
Per class
Kappa
0.7186
KB relative information score
14467.0454
Mean absolute error
0.1512
Mean prior absolute error
0.4168
Number of instances
22784
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8838
Per class
Predictive accuracy
0.8856
Prior entropy
0.8764
Recall
0.8856
Per class
Relative absolute error
0.3628
Root mean prior squared error
0.4565
Root mean squared error
0.2899
Root relative squared error
0.635
SciMark benchmark
923.9763
UserCPU time millis
330
UserCPU time millis testing
150
UserCPU time millis training
180