Run
508875

Run 508875

Task 3788 (Supervised Classification) visualizing_galaxy 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
0.9007
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
262.3781
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0929
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10-fold Crossvalidation)
Number of instances
323
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9139
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.995
Cross-validation details (10-fold Crossvalidation)
Recall
0.9071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4983
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3048
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6117
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.198
UserCPU time millis testing
0.045
UserCPU time millis training
0.153