DEVELOPMENT... OpenML
Run
20473

Run 20473

Task 6 (Supervised Classification) letter Uploaded 18-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I40
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9992
Per class
F measure
0.9597
Per class
Kappa
0.958
KB relative information score
18429.9285
Mean absolute error
0.0132
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9601
Per class
Predictive accuracy
0.9597
Prior entropy
4.6998
Recall
0.9597
Per class
Relative absolute error
0.1781
Root mean prior squared error
0.1923
Root mean squared error
0.0637
Root relative squared error
0.3313
SciMark benchmark
895.793[564.8447560239533859.097183139739465.4277678357406873.81333333333341715.7817099572771]