Run
512546

Run 512546

Task 3636 (Supervised Classification) strikes Uploaded 28-01-2016 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
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
592.9969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0256
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0512
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.16
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.32
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.277
UserCPU time millis testing
0.099
UserCPU time millis training
4.178