DEVELOPMENT... OpenML
Run
77548

Run 77548

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)_I40
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
0.6627
Per class
Build CPU time
0.7086
Build memory
592980144.8
F measure
0.672
Per class
Kappa
0.18
KB relative information score
101.8098
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
0.672
Per class
Predictive accuracy
0.7056
Prior entropy
0.8796
Recall
0.7056
Per class
Relative absolute error
0.896
Root mean prior squared error
0.457
Root mean squared error
0.4451
Root relative squared error
0.9739
SciMark benchmark
922.9897