DEVELOPMENT... OpenML
Run
59903

Run 59903

Task 3895 (Supervised Classification) gina_prior 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
0.9804
Per class
Build CPU time
5097.1014
Build memory
2414097192.3599
F measure
0.9366
Per class
Kappa
0.8731
KB relative information score
2804.4373
Mean absolute error
0.1031
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9366
Per class
Predictive accuracy
0.9366
Prior entropy
0.9998
Recall
0.9366
Per class
Relative absolute error
0.2062
Root mean prior squared error
0.4999
Root mean squared error
0.223
Root relative squared error
0.4462
SciMark benchmark
944.4432