Run
578540

Run 578540

Task 30 (Supervised Classification) page-blocks Uploaded 03-06-2016 by Jan van Rijn
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Flow

weka.DTNB(4)Mark Hall, Eibe Frank: Combining Naive Bayes and Decision Tables. In: Proceedings of the 21st Florida Artificial Intelligence Society Conference (FLAIRS), 318-319, 2008.
weka.DTNB(4)_X1

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
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3423.2861
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0266
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9534
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3493
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1239
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6357
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1313.0423
UserCPU time millis
3840
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3800
Cross-validation details (10-fold Crossvalidation)