DEVELOPMENT... OpenML
Run
58821

Run 58821

Task 3774 (Supervised Classification) fri_c2_250_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
0.9536
Per class
Build CPU time
1.1409
Build memory
195557983.2
F measure
0.8838
Per class
Kappa
0.7639
KB relative information score
159.0972
Mean absolute error
0.1948
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8839
Per class
Predictive accuracy
0.884
Prior entropy
0.9898
Recall
0.884
Per class
Relative absolute error
0.3953
Root mean prior squared error
0.4964
Root mean squared error
0.2923
Root relative squared error
0.589
SciMark benchmark
876.9475