DEVELOPMENT... OpenML
Run
144055

Run 144055

Task 3882 (Supervised Classification) pendigits 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
0.9981
Per class
F measure
0.9848
Per class
Kappa
0.9204
KB relative information score
9556.1931
Mean absolute error
0.0172
Mean prior absolute error
0.1865
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9857
Per class
Predictive accuracy
0.9844
Prior entropy
0.482
Recall
0.9844
Per class
Relative absolute error
0.0921
Root mean prior squared error
0.3054
Root mean squared error
0.1102
Root relative squared error
0.3609
SciMark benchmark
915.2795
UserCPU time millis
630
UserCPU time millis testing
470
UserCPU time millis training
160