Run
514544

Run 514544

Task 3797 (Supervised Classification) socmob Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6816
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
305.2982
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2215
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3451
Cross-validation details (10-fold Crossvalidation)
Number of instances
1156
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6061
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7637
Cross-validation details (10-fold Crossvalidation)
Recall
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4706
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1333
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.688
UserCPU time millis testing
0.054
UserCPU time millis training
0.634