DEVELOPMENT... OpenML
Run
115969

Run 115969

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

weka.AdaBoostM1_JRip(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_JRip(2)_I160
weka.AdaBoostM1_JRip(2)_P100
weka.AdaBoostM1_JRip(2)_S1
weka.AdaBoostM1_JRip(2)_Wweka.classifiers.rules.JRip
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.7953
Per class
Build CPU time
119.3474
Build memory
884013801.1327
F measure
0.7061
Per class
Kappa
0.5766
KB relative information score
246.9418
Mean absolute error
0.0325
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
0.693
Per class
Predictive accuracy
0.7412
Prior entropy
2.5222
Recall
0.7412
Per class
Relative absolute error
0.3795
Root mean prior squared error
0.2055
Root mean squared error
0.1792
Root relative squared error
0.8719
SciMark benchmark
927.3354