Run
509235

Run 509235

Task 40 (Supervised Classification) glass Uploaded 27-01-2016 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
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5978
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
106.7143
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6262
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6262
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5048
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0073
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.805
UserCPU time millis testing
0.04
UserCPU time millis training
0.765