DEVELOPMENT... OpenML
Run
47015

Run 47015

Task 1777 (Supervised Classification) breast-cancer Uploaded 05-11-2014 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)_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
0.6621
Per class
Build CPU time
19.8595
Build memory
132969544.8
F measure
0.6818
Per class
Kappa
0.2118
KB relative information score
129.766
Mean absolute error
0.365
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6762
Per class
Predictive accuracy
0.7
Prior entropy
0.8796
Recall
0.7
Per class
Relative absolute error
0.8725
Root mean prior squared error
0.457
Root mean squared error
0.4518
Root relative squared error
0.9885
SciMark benchmark
935.2997