Run
545882

Run 545882

Task 3784 (Supervised Classification) analcatdata_seropositive Uploaded 02-04-2016 by Rafael Gomes Mantovani
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Flow

classif.plr(7)Learner classif.plr from package(s) stepPlr.
classif.plr(7)_openml.seed1
classif.plr(7)_openml.kindMersenne-Twister
classif.plr(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9123
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.846
Cross-validation details (10-fold Crossvalidation)
KB relative information score
111.163
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0682
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4548
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9329
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9318
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2611
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.548
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.054
UserCPU time millis testing
0.016
UserCPU time millis training
1.038