Run
516625

Run 516625

Task 3916 (Supervised Classification) kc1-binary Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.plsdaCaret(5)Learner classif.plsdaCaret from package(s) caret.
classif.plsdaCaret(5)_seed1
classif.plsdaCaret(5)_kindMersenne-Twister
classif.plsdaCaret(5)_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
0.6172
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2556
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.7822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.331
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4853
Cross-validation details (10-fold Crossvalidation)
Number of instances
145
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.979
Cross-validation details (10-fold Crossvalidation)
Recall
0.669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6821
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1682
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.225
UserCPU time millis testing
0.044
UserCPU time millis training
0.181