DEVELOPMENT... OpenML
Run
145258

Run 145258

Task 5 (Supervised Classification) arrhythmia Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(2)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_BFTree(2)_I10
weka.AdaBoostM1_BFTree(2)_P100
weka.AdaBoostM1_BFTree(2)_S1
weka.AdaBoostM1_BFTree(2)_Wweka.classifiers.trees.BFTree
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8746
Per class
F measure
0.6701
Per class
Kappa
0.519
KB relative information score
230.5844
Mean absolute error
0.0392
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
0.6494
Per class
Predictive accuracy
0.7013
Prior entropy
2.5222
Recall
0.7013
Per class
Relative absolute error
0.4581
Root mean prior squared error
0.2055
Root mean squared error
0.1751
Root relative squared error
0.8519
SciMark benchmark
902.4773
UserCPU time millis
11100
UserCPU time millis testing
10
UserCPU time millis training
11090