Run
180817

Run 180817

Task 3880 (Supervised Classification) arrhythmia Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.NNge(3)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(3)_G5
weka.NNge(3)_I5

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
0.6981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7021
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3988
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.2508
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2965
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7028
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7035
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9949
Cross-validation details (10-fold Crossvalidation)
Recall
0.7035
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5445
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0928
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1386.5717
UserCPU time millis
1610
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
650
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
960
Cross-validation details (10-fold Crossvalidation)