Run
506636

Run 506636

Task 3748 (Supervised Classification) transplant Uploaded 20-01-2016 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
0.9731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
124.1379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0229
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4648
Cross-validation details (10-fold Crossvalidation)
Number of instances
131
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9771
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9495
Cross-validation details (10-fold Crossvalidation)
Recall
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0493
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4818
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3141
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.395
UserCPU time millis testing
0.008
UserCPU time millis training
0.387