Run
523213

Run 523213

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 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.blackboost(4)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(4)_familyBinomial
classif.blackboost(4)_seed1
classif.blackboost(4)_kindMersenne-Twister
classif.blackboost(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
0.8553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16163.5614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.27
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7349
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
192.592
UserCPU time millis testing
1.7
UserCPU time millis training
190.892