Run
522639

Run 522639

Task 2074 (Supervised Classification) satimage Uploaded 09-02-2016 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
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4462.0573
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0809
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7574
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7574
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2844
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7738
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.424
UserCPU time millis testing
0.148
UserCPU time millis training
34.276