Run
508019

Run 508019

Task 9984 (Supervised Classification) fertility 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.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(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
0.5379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7.3827
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2169
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8062
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.82
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5504
Cross-validation details (10-fold Crossvalidation)
Recall
0.82
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.83
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3052
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
350.147
UserCPU time millis testing
4.299
UserCPU time millis training
345.848