Run
240513

Run 240513

Task 235 (Supervised Classification) arrhythmia 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
0.8609
Per class
Cross-validation details (33% Holdout set)
F measure
0.6889
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5999
Cross-validation details (33% Holdout set)
KB relative information score
78.8811
Cross-validation details (33% Holdout set)
Mean absolute error
0.0498
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0878
Cross-validation details (33% Holdout set)
Number of instances
149
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6653
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7315
Cross-validation details (33% Holdout set)
Prior entropy
2.5222
Cross-validation details (33% Holdout set)
Recall
0.7315
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5672
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.211
Cross-validation details (33% Holdout set)
Root mean squared error
0.1631
Cross-validation details (33% Holdout set)
Root relative squared error
0.773
Cross-validation details (33% Holdout set)
SciMark benchmark
1340.1351
UserCPU time millis
18708860
Cross-validation details (33% Holdout set)
UserCPU time millis testing
240
Cross-validation details (33% Holdout set)
UserCPU time millis training
18708620
Cross-validation details (33% Holdout set)