DEVELOPMENT... OpenML
Run
11033

Run 11033

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)_I40
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
0.6479
Per class
F measure
0.6927
Per class
Kappa
0.1611
KB relative information score
11.405
Mean absolute error
0.3565
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
0.7025
Per class
Predictive accuracy
0.7418
Prior entropy
0.836
Recall
0.7418
Per class
Relative absolute error
0.9142
Root mean prior squared error
0.4412
Root mean squared error
0.4341
Root relative squared error
0.9839
SciMark benchmark
892.1011[561.029481566851921.9880799688381483.6674820550281914.03074966105571579.78979063189]