DEVELOPMENT... OpenML
Run
136595

Run 136595

Task 2078 (Supervised Classification) braziltourism Uploaded 31-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I160
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.5861
Per class
Build CPU time
0.3465
Build memory
637039539.3398
F measure
0.6974
Per class
Kappa
0.1594
KB relative information score
56.2468
Mean absolute error
0.0802
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
0.6794
Per class
Predictive accuracy
0.7209
Prior entropy
1.1781
Recall
0.7209
Per class
Relative absolute error
0.7264
Root mean prior squared error
0.2325
Root mean squared error
0.2812
Root relative squared error
1.2097
SciMark benchmark
916.3022