Run
517466

Run 517466

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

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(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
0.479
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0421
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5211
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
0.4789
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0421
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7218
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4437
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
585.571
UserCPU time millis testing
87.028
UserCPU time millis training
498.543