Run
10292

Run 10292

Task 13 (Supervised Classification) breast-cancer Uploaded 22-05-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I60
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.

17 Evaluation measures

Area under ROC curve
0.6811
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1319
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.4565
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3711
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)
Precision
0.6651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4383
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9591
Cross-validation details (10-fold Crossvalidation)