DEVELOPMENT... OpenML
Run
114795

Run 114795

Task 235 (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)_I40
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
0.849
Per class
Build CPU time
19.613
Build memory
1174420904
F measure
0.6667
Per class
Kappa
0.5636
KB relative information score
86.1553
Mean absolute error
0.0342
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
0.6554
Per class
Predictive accuracy
0.7181
Prior entropy
2.5222
Recall
0.7181
Per class
Relative absolute error
0.3891
Root mean prior squared error
0.211
Root mean squared error
0.1802
Root relative squared error
0.8538
SciMark benchmark
930.5854