DEVELOPMENT... OpenML
Run
146324

Run 146324

Task 5 (Supervised Classification) arrhythmia Uploaded 01-02-2015 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)_I80
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.

22 Evaluation measures

Area under ROC curve
0.8154
Per class
F measure
0.7084
Per class
Kappa
0.5842
KB relative information score
248.5438
Mean absolute error
0.0331
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
0.6884
Per class
Predictive accuracy
0.7345
Prior entropy
2.5222
Recall
0.7345
Per class
Relative absolute error
0.3869
Root mean prior squared error
0.2055
Root mean squared error
0.1803
Root relative squared error
0.8772
SciMark benchmark
915.2795
UserCPU time millis
38770
UserCPU time millis testing
170
UserCPU time millis training
38600