DEVELOPMENT... OpenML
Run
58401

Run 58401

Task 15 (Supervised Classification) breast-w 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
0.9923
Per class
Build CPU time
5.9489
Build memory
724751120.9957
F measure
0.96
Per class
Kappa
0.9117
KB relative information score
615.4065
Mean absolute error
0.0561
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9602
Per class
Predictive accuracy
0.9599
Prior entropy
0.9297
Recall
0.9599
Per class
Relative absolute error
0.1241
Root mean prior squared error
0.4753
Root mean squared error
0.1691
Root relative squared error
0.3559
SciMark benchmark
824.2652