DEVELOPMENT... OpenML
Run
24672

Run 24672

Task 2071 (Supervised Classification) adult Uploaded 15-07-2014 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)_I10
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
0.8553
Per class
F measure
0.8229
Per class
Kappa
0.5031
KB relative information score
19472.6407
Mean absolute error
0.2018
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8206
Per class
Predictive accuracy
0.8272
Prior entropy
0.7939
Recall
0.8272
Per class
Relative absolute error
0.5544
Root mean prior squared error
0.4266
Root mean squared error
0.3539
Root relative squared error
0.8296
SciMark benchmark
944.8567[566.4958240211141014.7209476623404478.4945829226523907.38665814554741757.1857345400422]