DEVELOPMENT... OpenML
Run
129703

Run 129703

Task 3797 (Supervised Classification) socmob 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)_I40
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
0.9677
Per class
Build CPU time
0.0757
Build memory
967562237.5571
F measure
0.9126
Per class
Kappa
0.7463
KB relative information score
823.3993
Mean absolute error
0.0861
Mean prior absolute error
0.3451
Number of instances
1156
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9125
Per class
Predictive accuracy
0.9126
Prior entropy
0.7637
Recall
0.9126
Per class
Relative absolute error
0.2494
Root mean prior squared error
0.4152
Root mean squared error
0.2764
Root relative squared error
0.6658
SciMark benchmark
916.8903