Run
513168

Run 513168

Task 3689 (Supervised Classification) fri_c1_500_10 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
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
410.8013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.088
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2966
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.596
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.785
UserCPU time millis testing
0.299
UserCPU time millis training
4.486