DEVELOPMENT... OpenML
Run
19801

Run 19801

Task 47 (Supervised Classification) tae Uploaded 17-06-2014 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
0.6123
Per class
F measure
0.5468
Per class
Kappa
0.3259
KB relative information score
11.3727
Mean absolute error
0.4312
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.569
Per class
Predictive accuracy
0.5497
Prior entropy
1.5845
Recall
0.5497
Per class
Relative absolute error
0.9704
Root mean prior squared error
0.4713
Root mean squared error
0.4629
Root relative squared error
0.9821
SciMark benchmark
933.1285[567.9715789913208949.9408652419534482.5806157404377910.22226140528711754.9271701211055]