DEVELOPMENT... OpenML
Run
17892

Run 17892

Task 27 (Supervised Classification) colic Uploaded 09-06-2014 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
0.9031
Per class
F measure
0.8482
Per class
Kappa
0.6707
KB relative information score
168.223
Mean absolute error
0.2718
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8498
Per class
Predictive accuracy
0.8505
Prior entropy
0.9509
Recall
0.8505
Per class
Relative absolute error
0.583
Root mean prior squared error
0.4827
Root mean squared error
0.3431
Root relative squared error
0.7108
SciMark benchmark
943.1372[567.60190887821451012.3219999497024481.0671011934597901.45804913259251753.2370197795062]