DEVELOPMENT... OpenML
Run
79407

Run 79407

Task 1777 (Supervised Classification) breast-cancer Uploaded 01-12-2014 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)_I80
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
0.6487
Per class
Build CPU time
0.0267
Build memory
1469307458.4
F measure
0.6572
Per class
Kappa
0.1475
KB relative information score
95.7075
Mean absolute error
0.3733
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
0.6495
Per class
Predictive accuracy
0.6811
Prior entropy
0.8796
Recall
0.6811
Per class
Relative absolute error
0.8923
Root mean prior squared error
0.457
Root mean squared error
0.4565
Root relative squared error
0.9988
SciMark benchmark
931.0999