DEVELOPMENT... OpenML
Run
145859

Run 145859

Task 2078 (Supervised Classification) braziltourism Uploaded 31-01-2015 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)_I160
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.

22 Evaluation measures

Area under ROC curve
0.5819
Per class
F measure
0.681
Per class
Kappa
0.1329
KB relative information score
36.887
Mean absolute error
0.088
Mean prior absolute error
0.1103
Number of instances
412
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6715
Per class
Predictive accuracy
0.6917
Prior entropy
1.1781
Recall
0.6917
Per class
Relative absolute error
0.7974
Root mean prior squared error
0.2325
Root mean squared error
0.2956
Root relative squared error
1.2716
SciMark benchmark
926.6717
UserCPU time millis
1000
UserCPU time millis testing
80
UserCPU time millis training
920