DEVELOPMENT... OpenML
Run
143927

Run 143927

Task 3740 (Supervised Classification) fri_c1_100_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
0.584
Per class
F measure
0.629
Per class
Kappa
0.2832
KB relative information score
17.6747
Mean absolute error
0.4141
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7199
Per class
Predictive accuracy
0.67
Prior entropy
0.99
Recall
0.67
Per class
Relative absolute error
0.84
Root mean prior squared error
0.4964
Root mean squared error
0.4647
Root relative squared error
0.9362
SciMark benchmark
904.3001
UserCPU time millis
120
UserCPU time millis testing
100
UserCPU time millis training
20