Run
508699

Run 508699

Task 3642 (Supervised Classification) fri_c0_250_5 Uploaded 27-01-2016 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
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
152
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.196
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8854
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.096
UserCPU time millis testing
0.026
UserCPU time millis training
0.07