Run
518479

Run 518479

Task 3716 (Supervised Classification) tecator Uploaded 30-01-2016 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
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9457
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8887
Cross-validation details (10-fold Crossvalidation)
KB relative information score
213.0847
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0542
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
0.9459
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9458
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.9458
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4708
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
116.415
UserCPU time millis testing
0.087
UserCPU time millis training
116.328