Run
238820

Run 238820

Task 4382 (Supervised Classification) fri_c1_100_25 Uploaded 02-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8068
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7617
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5214
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
426.6604
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2987
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1000
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
0.7618
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.762
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.762
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5996
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4182
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8379
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1337.8431
UserCPU time millis
550
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
550
Cross-validation details (10 times 10-fold Crossvalidation)