DEVELOPMENT... OpenML
Run
16780

Run 16780

Task 47 (Supervised Classification) tae Uploaded 05-06-2014 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)_I160
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
0.5931
Per class
F measure
0.4884
Per class
Kappa
0.2471
KB relative information score
10.7893
Mean absolute error
0.4323
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
0.5034
Per class
Predictive accuracy
0.4967
Prior entropy
1.5845
Recall
0.4967
Per class
Relative absolute error
0.9731
Root mean prior squared error
0.4713
Root mean squared error
0.4642
Root relative squared error
0.9848
SciMark benchmark
940.1365[560.12868580782781010.7290985125734480.4214203123994904.56866745157771744.8348669817344]