Run
516513

Run 516513

Task 2073 (Supervised Classification) yeast Uploaded 29-01-2016 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
0.6799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
580.3714
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0943
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5017
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5283
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.5283
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6066
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3071
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.102
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.408
UserCPU time millis testing
0.107
UserCPU time millis training
9.301