DEVELOPMENT... OpenML
Run
8267

Run 8267

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)_I90
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
0.6504
Per class
F measure
0.6779
Per class
Kappa
0.1212
KB relative information score
13.4382
Mean absolute error
0.3556
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
0.6757
Per class
Predictive accuracy
0.7255
Prior entropy
0.836
Recall
0.7255
Per class
Relative absolute error
0.9119
Root mean prior squared error
0.4412
Root mean squared error
0.4327
Root relative squared error
0.9807
SciMark benchmark
945.0429[555.13702415043161015.7907504114269482.14720472367435912.12245438067161760.017229859821]

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