DEVELOPMENT... OpenML
Run
46268

Run 46268

Task 15 (Supervised Classification) breast-w Uploaded 31-10-2014 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)_I160
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
0.9926
Per class
Build CPU time
33.2735
Build memory
2243620398.5579
F measure
0.9628
Per class
Kappa
0.9178
KB relative information score
619.6358
Mean absolute error
0.0542
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9629
Per class
Predictive accuracy
0.9628
Prior entropy
0.9297
Recall
0.9628
Per class
Relative absolute error
0.12
Root mean prior squared error
0.4753
Root mean squared error
0.1632
Root relative squared error
0.3433
SciMark benchmark
939.7104