DEVELOPMENT... OpenML
Run
52995

Run 52995

Task 2328 (Supervised Classification) BNG(breast-w) Uploaded 07-11-2014 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)_I80
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
0.9984
Per class
Build CPU time
2680.181
Build memory
1153505320
F measure
0.9856
Per class
Kappa
0.9683
KB relative information score
12449.2691
Mean absolute error
0.0222
Mean prior absolute error
0.4529
Number of instances
12990
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9856
Per class
Predictive accuracy
0.9856
Prior entropy
0.9287
Recall
0.9856
Per class
Relative absolute error
0.049
Root mean prior squared error
0.4767
Root mean squared error
0.1049
Root relative squared error
0.2201
SciMark benchmark
945.8425