DEVELOPMENT... OpenML
Run
21571

Run 21571

Task 5 (Supervised Classification) arrhythmia Uploaded 19-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_RandomForest(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_RandomForest(1)_C3
weka.MultiBoostAB_RandomForest(1)_I10
weka.MultiBoostAB_RandomForest(1)_P100
weka.MultiBoostAB_RandomForest(1)_S1
weka.MultiBoostAB_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
0.7225
Per class
F measure
0.5476
Per class
Kappa
0.2972
KB relative information score
156.5324
Mean absolute error
0.0461
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
0.5887
Per class
Predictive accuracy
0.6327
Prior entropy
2.5222
Recall
0.6327
Per class
Relative absolute error
0.5394
Root mean prior squared error
0.2055
Root mean squared error
0.2132
Root relative squared error
1.0376
SciMark benchmark
927.8123[554.431243089541992.2528201712466473.43116282050204892.86100236006771726.0851055856206]