DEVELOPMENT... OpenML
Run
111451

Run 111451

Task 2124 (Supervised Classification) braziltourism 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
0.6228
Per class
Build CPU time
0.255
Build memory
1081139864
F measure
0.7039
Per class
Kappa
0.1816
KB relative information score
18.0721
Mean absolute error
0.0814
Mean prior absolute error
0.1103
Number of instances
135
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7002
Per class
Predictive accuracy
0.7185
Prior entropy
1.1781
Recall
0.7185
Per class
Relative absolute error
0.7374
Root mean prior squared error
0.2325
Root mean squared error
0.282
Root relative squared error
1.2131
SciMark benchmark
908.8705