Run
547545

Run 547545

Task 3880 (Supervised Classification) arrhythmia Uploaded 05-04-2016 by Martijn Post
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K2
weka.IBk(7)_W0
weka.IBk(7)_Atrue

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
0.6471
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5578
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1848
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.3355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3775
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, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.6756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6173
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9949
Cross-validation details (10-fold Crossvalidation)
Recall
0.6173
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7604
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.6094
UserCPU time millis
234.375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
234.375
Cross-validation details (10-fold Crossvalidation)