DEVELOPMENT... OpenML
Run
113227

Run 113227

Task 3054 (Supervised Classification) monks-problems-2 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
0.6811
Per class
Build CPU time
0.023
Build memory
2079410760
F measure
0.6859
Per class
Kappa
0.3235
KB relative information score
46.0921
Mean absolute error
0.3485
Mean prior absolute error
0.4588
Number of instances
198
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6851
Per class
Predictive accuracy
0.6869
Prior entropy
0.9279
Recall
0.6869
Per class
Relative absolute error
0.7595
Root mean prior squared error
0.4831
Root mean squared error
0.5307
Root relative squared error
1.0985
SciMark benchmark
890.3066