DEVELOPMENT... OpenML
Run
25446

Run 25446

Task 59 (Supervised Classification) iris Uploaded 18-08-2014 by Felicia West
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Flow

weka.Bagging_DecisionStump(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(2)_I80
weka.Bagging_DecisionStump(2)_P100
weka.Bagging_DecisionStump(2)_S1
weka.Bagging_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(2)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9575
Per class
F measure
0.8723
Per class
Kappa
0.81
KB relative information score
86.9335
Mean absolute error
0.2241
Mean prior absolute error
0.4444
Number of instances
150
Per class
Precision
0.8803
Per class
Predictive accuracy
0.8733
Prior entropy
1.585
Recall
0.8733
Per class
Relative absolute error
0.5043
Root mean prior squared error
0.4714
Root mean squared error
0.3278
Root relative squared error
0.6953