Run
23501

Run 23501

Task 13 (Supervised Classification) breast-cancer Uploaded 25-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I10
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.6444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.5907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3585
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4183
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7378
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7378
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9528
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
928.7283[542.70088588856211012.0561783624415436.835534586259893.16526443179771758.8835103978397]