Run
326157

Run 326157

Task 4547 (Supervised Classification) waveform-5000 Uploaded 26-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9496
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8657
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7059
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
31361.7777
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1665
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
50000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8718
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8637
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8637
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3718
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3021
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6385
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1353.5464
UserCPU time millis
3440
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
3020
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
420
Cross-validation details (10 times 10-fold Crossvalidation)