Run
514300

Run 514300

Task 3697 (Supervised Classification) fri_c3_250_25 Uploaded 28-01-2016 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
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7491
Cross-validation details (10-fold Crossvalidation)
KB relative information score
186.8451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3521
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7087
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
416.355
UserCPU time millis testing
10.07
UserCPU time millis training
406.285