DEVELOPMENT... OpenML
Run
111507

Run 111507

Task 3494 (Supervised Classification) monks-problems-3 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)_I80
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
0.9876
Per class
Build CPU time
0.0447
Build memory
999456625.8628
F measure
0.9801
Per class
Kappa
0.9602
KB relative information score
531.0051
Mean absolute error
0.0209
Mean prior absolute error
0.4992
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9801
Per class
Predictive accuracy
0.9801
Prior entropy
0.9989
Recall
0.9801
Per class
Relative absolute error
0.0419
Root mean prior squared error
0.4996
Root mean squared error
0.1411
Root relative squared error
0.2823
SciMark benchmark
941.1411