Run
538890

Run 538890

Task 9918 (Supervised Classification) volcanoes-e4 Uploaded 22-03-2016 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.trees9260
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.000226
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
0.5325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
243.1336
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0355
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.066
Cross-validation details (10-fold Crossvalidation)
Number of instances
1252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9113
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9113
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.537
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1803
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1883
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0444
Cross-validation details (10-fold Crossvalidation)