Run
20246

Run 20246

Task 5 (Supervised Classification) arrhythmia Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I80
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
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
0.6904
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5015
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.234
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.223
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0611
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
0.5059
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5398
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.5398
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0116
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.4743[565.21084232176751015.5230404536866483.449727694041908.32981910425011734.8581099187907]