DEVELOPMENT... OpenML
Run
75680

Run 75680

Task 1777 (Supervised Classification) breast-cancer Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I10
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.6586
Per class
Build CPU time
0.2056
Build memory
2870688876.8
F measure
0.6737
Per class
Kappa
0.184
KB relative information score
99.7511
Mean absolute error
0.3748
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
0.6766
Per class
Predictive accuracy
0.7098
Prior entropy
0.8796
Recall
0.7098
Per class
Relative absolute error
0.896
Root mean prior squared error
0.457
Root mean squared error
0.4473
Root relative squared error
0.9787
SciMark benchmark
947.2295