Run
518444

Run 518444

Task 3716 (Supervised Classification) tecator Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(2)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(2)_familyBinomial
classif.blackboost(2)_seed1
classif.blackboost(2)_kindMersenne-Twister
classif.blackboost(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
0.9039
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
192.4309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0958
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9042
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.9042
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.196
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6262
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.742
UserCPU time millis testing
0.349
UserCPU time millis training
4.393