DEVELOPMENT... OpenML
Run
22943

Run 22943

Task 21 (Supervised Classification) car Uploaded 23-06-2014 by Felicia West
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I10
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.9955
Per class
F measure
0.9296
Per class
Kappa
0.8606
KB relative information score
1087.2144
Mean absolute error
0.1121
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9405
Per class
Predictive accuracy
0.9381
Prior entropy
1.2099
Recall
0.9381
Per class
Relative absolute error
0.4895
Root mean prior squared error
0.3381
Root mean squared error
0.1971
Root relative squared error
0.5831
SciMark benchmark
942.5439[564.84475602395331012.5880246437401480.8517328185388904.56866745157771749.8664669073971]