Run
509849

Run 509849

Task 3622 (Supervised Classification) autoPrice 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.glmboost(2)Learner classif.glmboost from package(s) mboost.
classif.glmboost(2)_familyBinomial
classif.glmboost(2)_mmstop
classif.glmboost(2)_seed1
classif.glmboost(2)_kindMersenne-Twister
classif.glmboost(2)_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
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.7632
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0566
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4492
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9434
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9264
Cross-validation details (10-fold Crossvalidation)
Recall
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.126
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4736
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2379
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5024
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.194
UserCPU time millis testing
0.098
UserCPU time millis training
1.096