Run
517409

Run 517409

Task 3603 (Supervised Classification) space_ga Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.8473
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8474
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6948
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2158.9114
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1526
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8474
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8474
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3906
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7812
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.944
UserCPU time millis testing
0.425
UserCPU time millis training
20.519