DEVELOPMENT... OpenML
Run
113521

Run 113521

Task 3848 (Supervised Classification) squash-unstored Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I10
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.8839
Per class
Build CPU time
0.0072
Build memory
364551447.6923
F measure
0.7495
Per class
Kappa
0.4955
KB relative information score
26.776
Mean absolute error
0.2385
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7496
Per class
Predictive accuracy
0.75
Prior entropy
0.996
Recall
0.75
Per class
Relative absolute error
0.4797
Root mean prior squared error
0.4985
Root mean squared error
0.4591
Root relative squared error
0.9208
SciMark benchmark
935.6292