DEVELOPMENT... OpenML
Run
23267

Run 23267

Task 21 (Supervised Classification) car Uploaded 24-06-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I160
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.9948
Per class
F measure
0.9522
Per class
Kappa
0.8974
KB relative information score
1259.9938
Mean absolute error
0.0834
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9538
Per class
Predictive accuracy
0.9525
Prior entropy
1.2099
Recall
0.9525
Per class
Relative absolute error
0.3641
Root mean prior squared error
0.3381
Root mean squared error
0.1659
Root relative squared error
0.4907
SciMark benchmark
929.6367[549.54020994765531004.4070585908115477.0066008765347886.22043577403951731.008996151473]