DEVELOPMENT... OpenML
Run
10897

Run 10897

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)_I20
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
0.641
Per class
F measure
0.6913
Per class
Kappa
0.1587
KB relative information score
11.4218
Mean absolute error
0.356
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
0.6902
Per class
Predictive accuracy
0.732
Prior entropy
0.836
Recall
0.732
Per class
Relative absolute error
0.913
Root mean prior squared error
0.4412
Root mean squared error
0.4353
Root relative squared error
0.9866
SciMark benchmark
944.0365[557.26540226468411015.7906865781697482.36378704342826906.44537908266061758.3172656914378]