DEVELOPMENT... OpenML
Run
146886

Run 146886

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)_I40
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
0.8283
Per class
F measure
0.7033
Per class
Kappa
0.5728
KB relative information score
245.2202
Mean absolute error
0.0341
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
0.6962
Per class
Predictive accuracy
0.7257
Prior entropy
2.5222
Recall
0.7257
Per class
Relative absolute error
0.3982
Root mean prior squared error
0.2055
Root mean squared error
0.1818
Root relative squared error
0.8845
SciMark benchmark
947.0793
UserCPU time millis
19330
UserCPU time millis testing
120
UserCPU time millis training
19210