DEVELOPMENT... OpenML
Run
114934

Run 114934

Task 3021 (Supervised Classification) sick 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
0.9638
Per class
Build CPU time
5.9953
Build memory
2243966248.0276
F measure
0.9863
Per class
Kappa
0.8797
KB relative information score
3168.6636
Mean absolute error
0.0131
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9862
Per class
Predictive accuracy
0.9865
Prior entropy
0.3333
Recall
0.9865
Per class
Relative absolute error
0.1134
Root mean prior squared error
0.2398
Root mean squared error
0.1122
Root relative squared error
0.468
SciMark benchmark
916.8516

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