DEVELOPMENT... OpenML
Run
116888

Run 116888

Task 5 (Supervised Classification) arrhythmia Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I80
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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.

21 Evaluation measures

Area under ROC curve
0.8646
Per class
Build CPU time
97.5988
Build memory
913870457.8761
F measure
0.6972
Per class
Kappa
0.5644
KB relative information score
176.2654
Mean absolute error
0.0617
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
0.6868
Per class
Predictive accuracy
0.7301
Prior entropy
2.5222
Recall
0.7301
Per class
Relative absolute error
0.7209
Root mean prior squared error
0.2055
Root mean squared error
0.1666
Root relative squared error
0.8109
SciMark benchmark
919.8064