Run
543071

Run 543071

Task 3702 (Supervised Classification) fri_c1_1000_50 Uploaded 24-03-2016 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.trees9615
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.000492
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
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7851
Cross-validation details (10-fold Crossvalidation)
KB relative information score
785.2574
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.106
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8944
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.894
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.894
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.654
Cross-validation details (10-fold Crossvalidation)