Run
545670

Run 545670

Task 3758 (Supervised Classification) chscase_geyser1 Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.8903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9079
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8057
Cross-validation details (10-fold Crossvalidation)
KB relative information score
179.3259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0901
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4787
Cross-validation details (10-fold Crossvalidation)
Number of instances
222
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9166
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9099
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9694
Cross-validation details (10-fold Crossvalidation)
Recall
0.9099
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4891
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6136
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.071
UserCPU time millis testing
0.008
UserCPU time millis training
0.063