Run
517432

Run 517432

Task 3735 (Supervised Classification) pollen Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(2)Learner classif.glmboost from package(s) mboost.
classif.glmboost(2)_familyBinomial
classif.glmboost(2)_mmstop
classif.glmboost(2)_seed1
classif.glmboost(2)_kindMersenne-Twister
classif.glmboost(2)_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
0.4977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5023
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3848
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4977
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4977
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0047
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4175
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.052
UserCPU time millis testing
0.048
UserCPU time millis training
4.004