Run
326161

Run 326161

Task 1778 (Supervised Classification) mfeat-fourier 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.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9746
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8124
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.7922
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
8208.169
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0384
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
10000
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8127
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.813
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.813
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.2134
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.1755
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.5852
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1360.8502
UserCPU time millis
53350
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
47780
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
5570
Cross-validation details (5 times 2-fold Crossvalidation)