DEVELOPMENT... OpenML
Run
18849

Run 18849

Task 5 (Supervised Classification) arrhythmia Uploaded 11-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_RandomForest(1)_I10
weka.AdaBoostM1_RandomForest(1)_P100
weka.AdaBoostM1_RandomForest(1)_S1
weka.AdaBoostM1_RandomForest(1)_Wweka.classifiers.trees.RandomForest
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
0.7559
Per class
F measure
0.5655
Per class
Kappa
0.3317
KB relative information score
168.217
Mean absolute error
0.0449
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5758
Per class
Predictive accuracy
0.6416
Prior entropy
2.5222
Recall
0.6416
Per class
Relative absolute error
0.5247
Root mean prior squared error
0.2055
Root mean squared error
0.2094
Root relative squared error
1.0189
SciMark benchmark
940.13[560.30860489012831013.3868112175512472.38971539770705905.8189190131481748.7459163532728]