DEVELOPMENT... OpenML
Run
118404

Run 118404

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)_I10
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
0.8638
Per class
Build CPU time
46.6752
Build memory
239669414.9558
F measure
0.6761
Per class
Kappa
0.535
KB relative information score
140.3259
Mean absolute error
0.0726
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
0.6575
Per class
Predictive accuracy
0.7102
Prior entropy
2.5222
Recall
0.7102
Per class
Relative absolute error
0.8488
Root mean prior squared error
0.2055
Root mean squared error
0.1743
Root relative squared error
0.848
SciMark benchmark
942.3919