DEVELOPMENT... OpenML
Run
23978

Run 23978

Task 42 (Supervised Classification) haberman Uploaded 29-06-2014 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
0.6589
Per class
F measure
0.6838
Per class
Kappa
0.163
KB relative information score
9.7857
Mean absolute error
0.3426
Mean prior absolute error
0.39
Number of instances
306
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6757
Per class
Predictive accuracy
0.6961
Prior entropy
0.836
Recall
0.6961
Per class
Relative absolute error
0.8786
Root mean prior squared error
0.4412
Root mean squared error
0.4561
Root relative squared error
1.0339
SciMark benchmark
949.5978[575.08758469751731015.52310425331484.10363182779514912.12245438067161761.152276377127]