DEVELOPMENT... OpenML
Run
17482

Run 17482

Task 31 (Supervised Classification) credit-g Uploaded 08-06-2014 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)_I20
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
0.7544
Per class
F measure
0.7156
Per class
Kappa
0.295
KB relative information score
169.6464
Mean absolute error
0.3437
Mean prior absolute error
0.4202
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7209
Per class
Predictive accuracy
0.74
Prior entropy
0.8818
Recall
0.74
Per class
Relative absolute error
0.8181
Root mean prior squared error
0.4583
Root mean squared error
0.4174
Root relative squared error
0.9108
SciMark benchmark
921.3399[566.6798574038928889.2271208224959483.44967579697345914.66854765231311752.6744042525834]