Run
542687

Run 542687

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 23-03-2016 by Random Bot
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees7706
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage0.000148
classif.gbm(7)_seed1
classif.gbm(7)_kindMersenne-Twister
classif.gbm(7)_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.

17 Evaluation measures

Area under ROC curve
0.6138
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3903
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
338.5897
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2371
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.413
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7517
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2262
Cross-validation details (10-fold Crossvalidation)