Run
522855

Run 522855

Task 3488 (Supervised Classification) yeast_ml8 Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(3)Learner classif.glmboost from package(s) mboost.
classif.glmboost(3)_familyBinomial
classif.glmboost(3)_mmstop
classif.glmboost(3)_seed1
classif.glmboost(3)_kindMersenne-Twister
classif.glmboost(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
0.9789
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
452.551
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0141
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0281
Cross-validation details (10-fold Crossvalidation)
Number of instances
2417
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1091
Cross-validation details (10-fold Crossvalidation)
Recall
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1178
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1186
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0071
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.169
UserCPU time millis testing
0.161
UserCPU time millis training
5.008