DEVELOPMENT... OpenML
Run
120908

Run 120908

Task 3481 (Supervised Classification) isolet Uploaded 11-12-2014 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
0.9864
Per class
Build CPU time
10116.2704
Build memory
254821744.3211
F measure
0.9495
Per class
Kappa
0.9473
KB relative information score
7415.8601
Mean absolute error
0.0039
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9501
Per class
Predictive accuracy
0.9493
Prior entropy
4.7004
Recall
0.9493
Per class
Relative absolute error
0.053
Root mean prior squared error
0.1923
Root mean squared error
0.0609
Root relative squared error
0.3167
SciMark benchmark
936.1433