DEVELOPMENT... OpenML
Run
23257

Run 23257

Task 36 (Supervised Classification) segment 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)_I20
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
0.9994
Per class
F measure
0.9796
Per class
Kappa
0.9763
KB relative information score
2205.853
Mean absolute error
0.0192
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9796
Per class
Predictive accuracy
0.9797
Prior entropy
2.8074
Recall
0.9797
Per class
Relative absolute error
0.0783
Root mean prior squared error
0.3499
Root mean squared error
0.0748
Root relative squared error
0.2138
SciMark benchmark
942.249[555.1370662748691013.3867476860681477.00655035355487901.14818569603221764.5664888040972]