DEVELOPMENT... OpenML
Run
24668

Run 24668

Task 13 (Supervised Classification) breast-cancer Uploaded 15-07-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I80
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.6785
Per class
F measure
0.701
Per class
Kappa
0.2554
KB relative information score
34.6743
Mean absolute error
0.3564
Mean prior absolute error
0.4183
Number of instances
286
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7004
Per class
Predictive accuracy
0.7238
Prior entropy
0.8796
Recall
0.7238
Per class
Relative absolute error
0.852
Root mean prior squared error
0.457
Root mean squared error
0.4445
Root relative squared error
0.9727
SciMark benchmark
943.4466[561.20997989739871014.1868590421574482.14720472367435903.63322279127081756.0557934247322]