DEVELOPMENT... OpenML
Run
143891

Run 143891

Task 3704 (Supervised Classification) kdd_el_nino-small 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
0.9888
Per class
F measure
0.9491
Per class
Kappa
0.8886
KB relative information score
681.4457
Mean absolute error
0.0587
Mean prior absolute error
0.4553
Number of instances
782
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9496
Per class
Predictive accuracy
0.9488
Prior entropy
0.9348
Recall
0.9488
Per class
Relative absolute error
0.129
Root mean prior squared error
0.4771
Root mean squared error
0.1879
Root relative squared error
0.3938
SciMark benchmark
923.9763
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10