DEVELOPMENT... OpenML
Run
76996

Run 76996

Task 15 (Supervised Classification) breast-w 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
0.9913
Per class
Build CPU time
3.7013
Build memory
528329329.4077
F measure
0.9701
Per class
Kappa
0.934
KB relative information score
610.549
Mean absolute error
0.0624
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9704
Per class
Predictive accuracy
0.97
Prior entropy
0.9297
Recall
0.97
Per class
Relative absolute error
0.138
Root mean prior squared error
0.4753
Root mean squared error
0.1645
Root relative squared error
0.3461
SciMark benchmark
940.7056