Run
508000

Run 508000

Task 9897 (Supervised Classification) breast-tissue Uploaded 27-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.ctree(4)Learner classif.ctree from package(s) party.
classif.ctree(4)_seed1
classif.ctree(4)_kindMersenne-Twister
classif.ctree(4)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.5378
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0839
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21.6463
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2783
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4434
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.4434
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2733
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.479
UserCPU time millis testing
0.075
UserCPU time millis training
0.404