Run
521915

Run 521915

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.plsdaCaret(6)Learner classif.plsdaCaret from package(s) caret.
classif.plsdaCaret(6)_seed1
classif.plsdaCaret(6)_kindMersenne-Twister
classif.plsdaCaret(6)_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
0.6526
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7417
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3618
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3469.1162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2271
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5382
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.264
UserCPU time millis testing
0.061
UserCPU time millis training
2.203