DEVELOPMENT... OpenML
Run
115160

Run 115160

Task 3779 (Supervised Classification) fri_c3_100_5 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
0.9046
Per class
Build CPU time
0.0461
Build memory
115752991.2
F measure
0.8694
Per class
Kappa
0.7343
KB relative information score
72.0421
Mean absolute error
0.138
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8704
Per class
Predictive accuracy
0.87
Prior entropy
0.99
Recall
0.87
Per class
Relative absolute error
0.28
Root mean prior squared error
0.4964
Root mean squared error
0.3616
Root relative squared error
0.7286
SciMark benchmark
935.6292