Run
540590

Run 540590

Task 3730 (Supervised Classification) fri_c2_1000_50 Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees5529
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage8.44e-05
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
0.823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.839
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
673.4324
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.157
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4866
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.843
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9806
Cross-validation details (10-fold Crossvalidation)
Recall
0.843
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3962
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8033
Cross-validation details (10-fold Crossvalidation)