Run
518462

Run 518462

Task 3716 (Supervised Classification) tecator Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.logreg(7)Learner classif.logreg from package(s) stats.
classif.logreg(7)_seed1
classif.logreg(7)_kindMersenne-Twister
classif.logreg(7)_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
0.8184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8245
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6401
Cross-validation details (10-fold Crossvalidation)
KB relative information score
153.1888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.175
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
0.8245
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.358
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8462
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.362
UserCPU time millis testing
0.095
UserCPU time millis training
1.267