DEVELOPMENT... OpenML
Run
112496

Run 112496

Task 5 (Supervised Classification) arrhythmia Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I20
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.8445
Per class
Build CPU time
7.8404
Build memory
1640558195.469
F measure
0.7044
Per class
Kappa
0.5706
KB relative information score
249.4661
Mean absolute error
0.0342
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
0.6961
Per class
Predictive accuracy
0.7279
Prior entropy
2.5222
Recall
0.7279
Per class
Relative absolute error
0.4001
Root mean prior squared error
0.2055
Root mean squared error
0.1777
Root relative squared error
0.8647
SciMark benchmark
890.3066