Run
66058

Run 66058

Task 2094 (Learning Curve) adult Uploaded 26-11-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LADTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LADTree(2)_I10
weka.Bagging_LADTree(2)_P100
weka.Bagging_LADTree(2)_S1
weka.Bagging_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.Bagging_LADTree(2)_num-slots1
weka.LADTree(2)_B10

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.

21 Evaluation measures

Area under ROC curve
0.8934 ± 0.0056
Per class
Build CPU time
101.7298
Build memory
1629213374.48
F measure
0.8355 ± 0.004
Per class
Kappa
0.5291 ± 0.0121
KB relative information score
0.3639 ± 0.0086
Mean absolute error
0.2227 ± 0.0023
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8362 ± 0.0042
Per class
Predictive accuracy
0.8444 ± 0.0037
Prior entropy
0.7938 ± 0.0002
Recall
0.8444 ± 0.0037
Per class
Relative absolute error
0.6118 ± 0.0064
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3283 ± 0.0032
Root relative squared error
0.7694 ± 0.0075
SciMark benchmark
900.1666