DEVELOPMENT... OpenML
Run
130647

Run 130647

Task 3481 (Supervised Classification) isolet Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(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_OneR(2)_I160
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

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
0.5396
Per class
Build CPU time
1.6341
Build memory
713874564.4253
F measure
0.1113
Per class
Kappa
0.0792
KB relative information score
810.8729
Mean absolute error
0.0681
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
0.1104
Per class
Predictive accuracy
0.1147
Prior entropy
4.7004
Recall
0.1147
Per class
Relative absolute error
0.9208
Root mean prior squared error
0.1923
Root mean squared error
0.261
Root relative squared error
1.357
SciMark benchmark
927.3354

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