Run
61517

Run 61517

Task 2094 (Learning Curve) adult Uploaded 16-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.Bagging_DecisionStump(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(2)_I10
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.

19 Evaluation measures

Area under ROC curve
0.7573 ± 0.0065
Per class
Build CPU time
0.1063
Build memory
1639612429.32
KB relative information score
0.1218 ± 0.0094
Mean absolute error
0.2917 ± 0.0023
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.7607 ± 0.0001
Prior entropy
0.7938 ± 0.0002
Recall
0.7607 ± 0.0001
Per class
Relative absolute error
0.8012 ± 0.0064
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3819 ± 0.0024
Root relative squared error
0.8951 ± 0.0056
SciMark benchmark
1592.7924