Run
538359

Run 538359

Task 3616 (Supervised Classification) pm10 Uploaded 18-03-2016 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(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees8683
classif.gbm(6)_interaction.depth3
classif.gbm(6)_shrinkage0.00427
classif.gbm(6)_seed1
classif.gbm(6)_kindMersenne-Twister
classif.gbm(6)_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
0.5956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.8512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.404
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.596
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.596
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6356
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2714
Cross-validation details (10-fold Crossvalidation)