DEVELOPMENT... OpenML
Run
15503

Run 15503

Task 27 (Supervised Classification) colic Uploaded 04-06-2014 by Felicia West
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Flow

weka.Bagging_BFTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.Bagging_BFTree(1)_I10
weka.Bagging_BFTree(1)_P100
weka.Bagging_BFTree(1)_S1
weka.Bagging_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.Bagging_BFTree(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
0.8894
Per class
F measure
0.8598
Per class
Kappa
0.6966
KB relative information score
208.9476
Mean absolute error
0.2092
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
0.8606
Per class
Predictive accuracy
0.8614
Prior entropy
0.9509
Recall
0.8614
Per class
Relative absolute error
0.4487
Root mean prior squared error
0.4827
Root mean squared error
0.3425
Root relative squared error
0.7096
SciMark benchmark
944.9607[563.74942385882411011.2594872886406478.92139815906154908.01528932595751762.8578651418343]