DEVELOPMENT... OpenML
Run
143747

Run 143747

Task 3500 (Supervised Classification) squash-unstored 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
0.8521
Per class
F measure
0.7669
Per class
Kappa
0.5884
KB relative information score
26.9824
Mean absolute error
0.1894
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7667
Per class
Predictive accuracy
0.7692
Prior entropy
1.3486
Recall
0.7692
Per class
Relative absolute error
0.4956
Root mean prior squared error
0.4353
Root mean squared error
0.3593
Root relative squared error
0.8256
SciMark benchmark
915.2795
UserCPU time millis
10
UserCPU time millis testing
10