DEVELOPMENT... OpenML
Run
17422

Run 17422

Task 54 (Supervised Classification) hepatitis Uploaded 08-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I80
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.8493
Per class
F measure
0.8421
Per class
Kappa
0.4945
KB relative information score
41.1973
Mean absolute error
0.226
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.841
Per class
Predictive accuracy
0.8516
Prior entropy
0.7418
Recall
0.8516
Per class
Relative absolute error
0.6852
Root mean prior squared error
0.4048
Root mean squared error
0.3374
Root relative squared error
0.8336
SciMark benchmark
925.282[570.0132917047131902.555042907464484.1035797902428910.85475360997441758.8835103978397]