DEVELOPMENT... OpenML
Run
9695

Run 9695

Task 42 (Supervised Classification) haberman Uploaded 22-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I10
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.6443
Per class
F measure
0.6756
Per class
Kappa
0.1151
KB relative information score
19.3825
Mean absolute error
0.3508
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
0.6713
Per class
Predictive accuracy
0.7222
Prior entropy
0.836
Recall
0.7222
Per class
Relative absolute error
0.8994
Root mean prior squared error
0.4412
Root mean squared error
0.435
Root relative squared error
0.986
SciMark benchmark
910.5098[563.0215449689991015.7907504114269484.3219757802961910.53839766977511578.8763106875435]