Run
545768

Run 545768

Task 3673 (Supervised Classification) fri_c0_100_10 Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.logreg(9)Learner classif.logreg from package(s) stats.
classif.logreg(9)_seed1
classif.logreg(9)_kindMersenne-Twister
classif.logreg(9)_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
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5519
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.3556
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.22
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.78
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.469
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9428
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.068
UserCPU time millis testing
0.018
UserCPU time millis training
0.05