DEVELOPMENT... OpenML
Run
187721

Run 187721

Task 1822 (Supervised Classification) waveform-5000 Uploaded 25-02-2015 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9658
Per class
F measure
0.8444
Per class
Kappa
0.7674
KB relative information score
18937.0011
Mean absolute error
0.1259
Mean prior absolute error
0.4444
Number of instances
25000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8454
Per class
Predictive accuracy
0.8449
Prior entropy
1.5849
Recall
0.8449
Per class
Relative absolute error
0.2834
Root mean prior squared error
0.4714
Root mean squared error
0.2685
Root relative squared error
0.5696
SciMark benchmark
1368.9272
UserCPU time millis
4080
UserCPU time millis testing
3570
UserCPU time millis training
510