Run
239046

Run 239046

Task 4435 (Supervised Classification) fri_c2_1000_50 Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.DTNB(3)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(3)_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
0.9369
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8653
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7222
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
6162.6996
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1967
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4866
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10000
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
0.8658
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.866
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9806
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.866
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4043
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4932
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3119
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6324
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1316.7863
UserCPU time millis
39450
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
39440
Cross-validation details (10 times 10-fold Crossvalidation)