DEVELOPMENT... OpenML
Run
15573

Run 15573

Task 2076 (Supervised Classification) kropt Uploaded 04-06-2014 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)_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
0.9424
Per class
F measure
0.6377
Per class
Kappa
0.5963
KB relative information score
16503.6539
Mean absolute error
0.0639
Mean prior absolute error
0.0995
Number of instances
28056
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6396
Per class
Predictive accuracy
0.6397
Prior entropy
3.5053
Recall
0.6397
Per class
Relative absolute error
0.6422
Root mean prior squared error
0.2231
Root mean squared error
0.1701
Root relative squared error
0.7625
SciMark benchmark
923.7902[499.7824169724079998.9398589912239482.14720472367435907.0727062654921731.008996151473]