DEVELOPMENT... OpenML
Run
117964

Run 117964

Task 235 (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)_I20
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
0.8497
Per class
Build CPU time
67.352
Build memory
1132524176
F measure
0.6315
Per class
Kappa
0.5001
KB relative information score
76.944
Mean absolute error
0.0424
Mean prior absolute error
0.0878
Number of instances
149
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6183
Per class
Predictive accuracy
0.6779
Prior entropy
2.5222
Recall
0.6779
Per class
Relative absolute error
0.4826
Root mean prior squared error
0.211
Root mean squared error
0.183
Root relative squared error
0.8671
SciMark benchmark
919.5971