DEVELOPMENT... OpenML
Run
136423

Run 136423

Task 5 (Supervised Classification) arrhythmia Uploaded 31-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I160
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.655
Per class
Build CPU time
0.1977
Build memory
357581252.6903
F measure
0.5447
Per class
Kappa
0.3119
KB relative information score
144.5717
Mean absolute error
0.0564
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
0.5498
Per class
Predictive accuracy
0.5487
Prior entropy
2.5222
Recall
0.5487
Per class
Relative absolute error
0.6591
Root mean prior squared error
0.2055
Root mean squared error
0.2373
Root relative squared error
1.1546
SciMark benchmark
939.8609