Run
326021

Run 326021

Task 288 (Supervised Classification) waveform-5000 Uploaded 26-03-2015 by Joaquin Vanschoren
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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
0.9657
Per class
Cross-validation details (33% Holdout set)
F measure
0.8437
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7664
Cross-validation details (33% Holdout set)
KB relative information score
1243.104
Cross-validation details (33% Holdout set)
Mean absolute error
0.1281
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4444
Cross-validation details (33% Holdout set)
Number of instances
1650
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
Precision
0.8444
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8442
Cross-validation details (33% Holdout set)
Prior entropy
1.5849
Cross-validation details (33% Holdout set)
Recall
0.8442
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2882
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4714
Cross-validation details (33% Holdout set)
Root mean squared error
0.2698
Cross-validation details (33% Holdout set)
Root relative squared error
0.5724
Cross-validation details (33% Holdout set)
SciMark benchmark
1260.1387
UserCPU time millis
4960
Cross-validation details (33% Holdout set)
UserCPU time millis testing
4360
Cross-validation details (33% Holdout set)
UserCPU time millis training
600
Cross-validation details (33% Holdout set)