DEVELOPMENT... OpenML
Run
9962

Run 9962

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)_I50
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
0.6507
Per class
F measure
0.6849
Per class
Kappa
0.1399
KB relative information score
12.1613
Mean absolute error
0.3564
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
0.6904
Per class
Predictive accuracy
0.7353
Prior entropy
0.836
Recall
0.7353
Per class
Relative absolute error
0.9138
Root mean prior squared error
0.4412
Root mean squared error
0.4335
Root relative squared error
0.9826
SciMark benchmark
918.0076[573.0093806673996860.631950609387483.88543266528814910.22218605324211762.2889234168845]