DEVELOPMENT... OpenML
Run
15726

Run 15726

Task 2074 (Supervised Classification) satimage Uploaded 04-06-2014 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
0.9922
Per class
F measure
0.914
Per class
Kappa
0.8964
KB relative information score
5516.8779
Mean absolute error
0.0557
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9142
Per class
Predictive accuracy
0.9163
Prior entropy
2.4836
Recall
0.9163
Per class
Relative absolute error
0.2063
Root mean prior squared error
0.3675
Root mean squared error
0.1489
Root relative squared error
0.4052
SciMark benchmark
947.5094[566.31191013187331014.1868590421574481.49857166643204912.12253004766961763.4269028321794]