Run
514514

Run 514514

Task 3691 (Supervised Classification) sensory 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
0.4319
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.4708
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4149
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10-fold Crossvalidation)
Number of instances
576
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3423
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10-fold Crossvalidation)
Recall
0.5851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3074
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.539
UserCPU time millis testing
0.078
UserCPU time millis training
0.461