Run
7088

Run 7088

Task 5 (Supervised Classification) arrhythmia Uploaded 21-05-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I10
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
0.7926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5784
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3626
Cross-validation details (10-fold Crossvalidation)
KB relative information score
162.9039
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.064
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
0.5689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6438
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.6438
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1816
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8837
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.6777[567.78666173126961015.7907504114269484.7593072718849895.91247233537911769.1393263693276]