Run
239056

Run 239056

Task 4587 (Supervised Classification) pendigits 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
0.9551
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9236
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6341
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-12522.4665
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1382
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1865
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
109920
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
0.9385
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9164
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9164
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7406
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2236
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7321
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1326.9922
UserCPU time millis
22200
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
80
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
22120
Cross-validation details (10 times 10-fold Crossvalidation)