Run
540107

Run 540107

Task 9906 (Supervised Classification) autoUniv-au7-1100 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.trees9136
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.000495
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
0.62
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
347.7983
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2349
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4094
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4127
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4127
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7448
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4847
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2205
Cross-validation details (10-fold Crossvalidation)