DEVELOPMENT... OpenML
Run
116095

Run 116095

Task 3591 (Supervised Classification) bank8FM 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
0.9845
Per class
Build CPU time
15.5848
Build memory
167493871.6572
F measure
0.9373
Per class
Kappa
0.8697
KB relative information score
7052.8569
Mean absolute error
0.0666
Mean prior absolute error
0.4815
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9372
Per class
Predictive accuracy
0.9373
Prior entropy
0.9731
Recall
0.9373
Per class
Relative absolute error
0.1384
Root mean prior squared error
0.4906
Root mean squared error
0.2325
Root relative squared error
0.4739
SciMark benchmark
925.481