DEVELOPMENT... OpenML
Run
143920

Run 143920

Task 3730 (Supervised Classification) fri_c2_1000_50 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
0.9377
Per class
F measure
0.8611
Per class
Kappa
0.7133
KB relative information score
658.8414
Mean absolute error
0.1721
Mean prior absolute error
0.4866
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.862
Per class
Predictive accuracy
0.862
Prior entropy
0.9806
Recall
0.862
Per class
Relative absolute error
0.3538
Root mean prior squared error
0.4932
Root mean squared error
0.3152
Root relative squared error
0.639
SciMark benchmark
935.8986
UserCPU time millis
1300
UserCPU time millis testing
1130
UserCPU time millis training
170