Run
542635

Run 542635

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees4655
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.000439
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
0.8753
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
378.9519
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.118
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4913
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9875
Cross-validation details (10-fold Crossvalidation)
Recall
0.882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2402
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3435
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6931
Cross-validation details (10-fold Crossvalidation)