Run
512583

Run 512583

Task 3778 (Supervised Classification) plasma_retinol Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.plr(4)Learner classif.plr from package(s) stepPlr.
classif.plr(4)_seed1
classif.plr(4)_kindMersenne-Twister
classif.plr(4)_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
0.5826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
64.3719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6064
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6159
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.6159
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7872
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2548
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.905
UserCPU time millis testing
0.059
UserCPU time millis training
10.846