Run
519380

Run 519380

Task 9902 (Supervised Classification) autoUniv-au6-1000 Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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.

20 Evaluation measures

Area under ROC curve
0.5446
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
186.7522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1785
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2147
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1022
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.286
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9228
Cross-validation details (10-fold Crossvalidation)
Recall
0.286
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3277
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2895
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.208
UserCPU time millis testing
0.071
UserCPU time millis training
7.137