Run
228891

Run 228891

Task 4376 (Supervised Classification) fri_c3_1000_50 Uploaded 01-03-2015 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
0.9226
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8361
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6677
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
6030.5744
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2045
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8364
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8366
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8366
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.414
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3314
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6669
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
918.0213
UserCPU time millis
1450
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
1290
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
160
Cross-validation details (10 times 10-fold Crossvalidation)