Run
6681

Run 6681

Task 5 (Supervised Classification) arrhythmia Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.MultiClassClassifier_Logistic(1)Weka implementation of MultiClassClassifier
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
weka.MultiClassClassifier_Logistic(1)_M0
weka.MultiClassClassifier_Logistic(1)_R2.0
weka.MultiClassClassifier_Logistic(1)_S1
weka.MultiClassClassifier_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.705
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2813
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-53.5279
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1166
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
0.5248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5509
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.5509
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2409
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1723
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.7452[560.66879002876651015.5230404536866484.7593072718849912.75766683510371760.017229859821]