Run
510872

Run 510872

Task 3814 (Supervised Classification) arsenic-male-lung 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
0.9615
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
497.3402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0018
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0471
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9982
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1684
Cross-validation details (10-fold Crossvalidation)
Recall
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.038
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2806
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
40.782
UserCPU time millis testing
0.1
UserCPU time millis training
40.682