Run
506959

Run 506959

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 27-01-2016 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
0.7152
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.8132
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2883
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7211
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7117
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.7117
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5777
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5369
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0749
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.068
UserCPU time millis testing
0.012
UserCPU time millis training
0.056