Run
12183

Run 12183

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

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I101
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
173.7616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0637
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
0.5963
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.6704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.17
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8271
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.6048[564.47918720052971013.919993711725483.2321174670136913.07556704216551758.3171307218695]