Run
516602

Run 516602

Task 3916 (Supervised Classification) kc1-binary Uploaded 29-01-2016 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.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4333
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.7492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4853
Cross-validation details (10-fold Crossvalidation)
Number of instances
145
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3436
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.979
Cross-validation details (10-fold Crossvalidation)
Recall
0.5862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6433
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3061
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.297
UserCPU time millis testing
0.127
UserCPU time millis training
1.17