DEVELOPMENT... OpenML
Run
129103

Run 129103

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)_I20
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
0.9649
Per class
Build CPU time
0.0248
Build memory
1274730199.8616
F measure
0.9157
Per class
Kappa
0.7543
KB relative information score
823.8083
Mean absolute error
0.0869
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
0.9153
Per class
Predictive accuracy
0.9161
Prior entropy
0.7637
Recall
0.9161
Per class
Relative absolute error
0.2517
Root mean prior squared error
0.4152
Root mean squared error
0.2695
Root relative squared error
0.6492
SciMark benchmark
937.9119