DEVELOPMENT... OpenML
Run
187746

Run 187746

Task 3662 (Supervised Classification) fri_c4_1000_50 Uploaded 25-02-2015 by Felicia West
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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
0.9257
Per class
F measure
0.8444
Per class
Kappa
0.6835
KB relative information score
611.9665
Mean absolute error
0.2
Mean prior absolute error
0.4928
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8449
Per class
Predictive accuracy
0.845
Prior entropy
0.9896
Recall
0.845
Per class
Relative absolute error
0.4059
Root mean prior squared error
0.4964
Root mean squared error
0.3264
Root relative squared error
0.6576
SciMark benchmark
1304.9611
UserCPU time millis
770
UserCPU time millis testing
650
UserCPU time millis training
120