DEVELOPMENT... OpenML
Run
116074

Run 116074

Task 3613 (Supervised Classification) servo 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)_I160
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
0.9632
Per class
Build CPU time
0.0353
Build memory
517990690.0599
F measure
0.9281
Per class
Kappa
0.7956
KB relative information score
127.2555
Mean absolute error
0.074
Mean prior absolute error
0.3533
Number of instances
167
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9281
Per class
Predictive accuracy
0.9281
Prior entropy
0.7794
Recall
0.9281
Per class
Relative absolute error
0.2093
Root mean prior squared error
0.4193
Root mean squared error
0.2615
Root relative squared error
0.6236
SciMark benchmark
914.1182