DEVELOPMENT... OpenML
Run
111487

Run 111487

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)_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
0.7505
Per class
Build CPU time
0.129
Build memory
396077896
F measure
0.6745
Per class
Kappa
0.3086
KB relative information score
52.2874
Mean absolute error
0.3288
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
0.6789
Per class
Predictive accuracy
0.6717
Prior entropy
0.9279
Recall
0.6717
Per class
Relative absolute error
0.7166
Root mean prior squared error
0.4831
Root mean squared error
0.5661
Root relative squared error
1.1719
SciMark benchmark
916.1588