DEVELOPMENT... OpenML
Run
12733

Run 12733

Task 13 (Supervised Classification) breast-cancer Uploaded 22-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I10
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.637
Per class
F measure
0.6695
Per class
Kappa
0.1734
KB relative information score
25.198
Mean absolute error
0.3712
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
0.675
Per class
Predictive accuracy
0.7098
Prior entropy
0.8796
Recall
0.7098
Per class
Relative absolute error
0.8875
Root mean prior squared error
0.457
Root mean squared error
0.452
Root relative squared error
0.9889
SciMark benchmark
919.2797[559.4101206869544879.0852534393053484.75925509327664910.85475360997441762.2889234168845]