Run
517455

Run 517455

Task 3735 (Supervised Classification) pollen 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
0.5073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5071
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0146
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4927
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3848
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5073
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4039
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.912
UserCPU time millis testing
0.068
UserCPU time millis training
0.844