DEVELOPMENT... OpenML
Run
58748

Run 58748

Task 3734 (Supervised Classification) fri_c1_500_5 Uploaded 15-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I20
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9587
Per class
Build CPU time
2.811
Build memory
183254056.8
F measure
0.8817
Per class
Kappa
0.7619
KB relative information score
333.1107
Mean absolute error
0.1787
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8829
Per class
Predictive accuracy
0.882
Prior entropy
0.9967
Recall
0.882
Per class
Relative absolute error
0.359
Root mean prior squared error
0.4988
Root mean squared error
0.2886
Root relative squared error
0.5786
SciMark benchmark
1216.8013