DEVELOPMENT... OpenML
Run
59519

Run 59519

Task 3599 (Supervised Classification) machine_cpu 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)_I10
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
0.9842
Per class
Build CPU time
0.5927
Build memory
202973348.1722
F measure
0.9469
Per class
Kappa
0.8635
KB relative information score
162.1193
Mean absolute error
0.0888
Mean prior absolute error
0.3933
Number of instances
209
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9469
Per class
Predictive accuracy
0.9474
Prior entropy
0.8417
Recall
0.9474
Per class
Relative absolute error
0.2257
Root mean prior squared error
0.4429
Root mean squared error
0.2004
Root relative squared error
0.4525
SciMark benchmark
821.7292