DEVELOPMENT... OpenML
Run
8379

Run 8379

Task 9 (Supervised Classification) autos 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
0.8572
Per class
F measure
0.6531
Per class
Kappa
0.5547
KB relative information score
102.7414
Mean absolute error
0.1365
Mean prior absolute error
0.2209
Number of instances
205
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6483
Per class
Predictive accuracy
0.6585
Prior entropy
2.3268
Recall
0.6585
Per class
Relative absolute error
0.6178
Root mean prior squared error
0.3318
Root mean squared error
0.2677
Root relative squared error
0.8068
SciMark benchmark
948.6213[573.95216199240421015.7907504114269483.6674820550281913.07564286738091756.6205822745662]