Run
523694

Run 523694

Task 20 (Supervised Classification) mfeat-pixel Uploaded 11-02-2016 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
0.7928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6172
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1219.8649
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0746
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.627
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.627
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2731
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9104
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
62.275
UserCPU time millis testing
0.874
UserCPU time millis training
61.401