DEVELOPMENT... OpenML
Run
128465

Run 128465

Task 3753 (Supervised Classification) cloud 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)_I10
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
0.9766
Per class
Build CPU time
0.0025
Build memory
255275792.2963
F measure
0.9163
Per class
Kappa
0.7983
KB relative information score
84.4254
Mean absolute error
0.0835
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9161
Per class
Predictive accuracy
0.9167
Prior entropy
0.8813
Recall
0.9167
Per class
Relative absolute error
0.1995
Root mean prior squared error
0.4566
Root mean squared error
0.2858
Root relative squared error
0.6259
SciMark benchmark
943.5504