DEVELOPMENT... OpenML
Run
14078

Run 14078

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)_I30
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
0.6458
Per class
F measure
0.6862
Per class
Kappa
0.1443
KB relative information score
12.9112
Mean absolute error
0.3551
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
0.6841
Per class
Predictive accuracy
0.7288
Prior entropy
0.836
Recall
0.7288
Per class
Relative absolute error
0.9105
Root mean prior squared error
0.4412
Root mean squared error
0.4337
Root relative squared error
0.983
SciMark benchmark
943.6444[554.96045257769031014.1868590421574482.36378704342826908.95975824819551757.7512505720342]