Run
515887

Run 515887

Task 39 (Supervised Classification) sonar 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.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
0.5464
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.8533
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.5769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.85
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6504
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3038
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.135
UserCPU time millis testing
0.104
UserCPU time millis training
1.031