DEVELOPMENT... OpenML
Run
80733

Run 80733

Task 1777 (Supervised Classification) breast-cancer Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I10
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.64
Per class
Build CPU time
0.0053
Build memory
2305154416.8
F measure
0.6742
Per class
Kappa
0.1887
KB relative information score
121.1911
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
0.6693
Per class
Predictive accuracy
0.6986
Prior entropy
0.8796
Recall
0.6986
Per class
Relative absolute error
0.8726
Root mean prior squared error
0.457
Root mean squared error
0.4649
Root relative squared error
1.0173
SciMark benchmark
949.2096