DEVELOPMENT... OpenML
Run
120694

Run 120694

Task 235 (Supervised Classification) arrhythmia Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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_LMT(2)_I40
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.8001
Per class
Build CPU time
730.122
Build memory
183455848
F measure
0.6545
Per class
Kappa
0.5357
KB relative information score
79.1539
Mean absolute error
0.0377
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
0.6357
Per class
Predictive accuracy
0.6913
Prior entropy
2.5222
Recall
0.6913
Per class
Relative absolute error
0.4291
Root mean prior squared error
0.211
Root mean squared error
0.192
Root relative squared error
0.9098
SciMark benchmark
923.3659