DEVELOPMENT... OpenML
Run
57931

Run 57931

Task 2142 (Supervised Classification) BNG(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
0.9985
Per class
Build CPU time
1694.382
Build memory
1637796253.5136
F measure
0.9855
Per class
Kappa
0.9679
KB relative information score
37528.5296
Mean absolute error
0.0221
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9855
Per class
Predictive accuracy
0.9855
Prior entropy
0.9287
Recall
0.9855
Per class
Relative absolute error
0.0489
Root mean prior squared error
0.4751
Root mean squared error
0.106
Root relative squared error
0.2232
SciMark benchmark
943.992