DEVELOPMENT... OpenML
Run
113441

Run 113441

Task 3743 (Supervised Classification) fri_c2_500_25 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
0.9162
Per class
Build CPU time
0.2673
Build memory
1242830365.6
F measure
0.8577
Per class
Kappa
0.7007
KB relative information score
349.1995
Mean absolute error
0.1404
Mean prior absolute error
0.4768
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
0.8575
Per class
Predictive accuracy
0.858
Prior entropy
0.9664
Recall
0.858
Per class
Relative absolute error
0.2946
Root mean prior squared error
0.4882
Root mean squared error
0.3606
Root relative squared error
0.7387
SciMark benchmark
917.4547