Run
517463

Run 517463

Task 3735 (Supervised Classification) pollen Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.4862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4857
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0275
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-106
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5138
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
0.4862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7168
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4336
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
216.193
UserCPU time millis testing
0.362
UserCPU time millis training
215.831