DEVELOPMENT... OpenML
Run
17232

Run 17232

Task 21 (Supervised Classification) car Uploaded 07-06-2014 by Felicia West
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I40
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(1)_num-slots1

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
0.8703
Per class
F measure
0.5768
Per class
KB relative information score
296.4043
Mean absolute error
0.1946
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
0.4903
Per class
Predictive accuracy
0.7002
Prior entropy
1.2099
Recall
0.7002
Per class
Relative absolute error
0.8499
Root mean prior squared error
0.3381
Root mean squared error
0.2969
Root relative squared error
0.8782
SciMark benchmark
936.2999[540.51460831451811006.7685336652797480.4214203123994908.95975824819551744.8349998894232]