DEVELOPMENT... OpenML
Run
58177

Run 58177

Task 1779 (Supervised Classification) breast-w Uploaded 14-11-2014 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)_I40
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
0.9911
Per class
Build CPU time
5.9727
Build memory
646289202.273
F measure
0.9622
Per class
Kappa
0.9163
KB relative information score
3059.4601
Mean absolute error
0.0596
Mean prior absolute error
0.452
Number of instances
3495
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9622
Per class
Predictive accuracy
0.9622
Prior entropy
0.9297
Recall
0.9622
Per class
Relative absolute error
0.1318
Root mean prior squared error
0.4753
Root mean squared error
0.1737
Root relative squared error
0.3655
SciMark benchmark
1234.8263