Run
511348

Run 511348

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.5667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3541
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1357
Cross-validation details (10-fold Crossvalidation)
KB relative information score
237.7169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4443
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4443
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2576
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.451
UserCPU time millis testing
0.044
UserCPU time millis training
1.407