Run
572464

Run 572464

Task 3527 (Supervised Classification) oh0.wc Uploaded 09-05-2016 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.gbm(9)Learner classif.gbm from package(s) gbm.
classif.gbm(9)_openml.seed1
classif.gbm(9)_openml.kindMersenne-Twister
classif.gbm(9)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.8548
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7211
Cross-validation details (10-fold Crossvalidation)
KB relative information score
734.3622
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0479
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Number of instances
1003
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10-fold Crossvalidation)
Recall
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2736
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7398
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12605.085
UserCPU time millis testing
6023.996
UserCPU time millis training
6581.089