DEVELOPMENT... OpenML
Run
59952

Run 59952

Task 3800 (Supervised Classification) fri_c3_500_50 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
0.9246
Per class
Build CPU time
5.5392
Build memory
506032104
F measure
0.8521
Per class
Kappa
0.6997
KB relative information score
280.6939
Mean absolute error
0.2289
Mean prior absolute error
0.4918
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
0.8524
Per class
Predictive accuracy
0.852
Prior entropy
0.9882
Recall
0.852
Per class
Relative absolute error
0.4655
Root mean prior squared error
0.4959
Root mean squared error
0.3289
Root relative squared error
0.6633
SciMark benchmark
813.0234