Run
538519

Run 538519

Task 9982 (Supervised Classification) dresses-sales Uploaded 21-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees2556
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.00233
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
0.5658
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1382
Cross-validation details (10-fold Crossvalidation)
KB relative information score
84.8659
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4873
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9816
Cross-validation details (10-fold Crossvalidation)
Recall
0.6
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2814
Cross-validation details (10-fold Crossvalidation)