DEVELOPMENT... OpenML
Run
113487

Run 113487

Task 3799 (Supervised Classification) fri_c3_500_10 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
0.9418
Per class
Build CPU time
0.1215
Build memory
338537184.8
F measure
0.884
Per class
Kappa
0.7662
KB relative information score
384.7472
Mean absolute error
0.1132
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.884
Per class
Predictive accuracy
0.884
Prior entropy
0.9945
Recall
0.884
Per class
Relative absolute error
0.2282
Root mean prior squared error
0.4981
Root mean squared error
0.3237
Root relative squared error
0.65
SciMark benchmark
920.7965