Run
13815

Run 13815

Task 5 (Supervised Classification) arrhythmia Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K7
weka.IBk(1)_W0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.6843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4759
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1672
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.8435
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0635
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5173
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.5885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1994
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.0523[563.74938041721711015.2555353338006483.2321174670136912.43991219425081760.5845701777503]