DEVELOPMENT... OpenML
Run
143732

Run 143732

Task 2273 (Supervised Classification) meta_batchincremental.arff Uploaded 31-01-2015 by Felicia West
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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
0.4902
Per class
F measure
0.5386
Per class
Kappa
-0.0288
KB relative information score
-0.2242
Mean absolute error
0.2513
Mean prior absolute error
0.2519
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4847
Per class
Predictive accuracy
0.6216
Prior entropy
1.3842
Recall
0.6216
Per class
Relative absolute error
0.9975
Root mean prior squared error
0.3504
Root mean squared error
0.3834
Root relative squared error
1.094
SciMark benchmark
915.2795
UserCPU time millis
430
UserCPU time millis testing
380
UserCPU time millis training
50