Run
515735

Run 515735

Task 3854 (Supervised Classification) car 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
0.9924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1684.0133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4199
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9904
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10-fold Crossvalidation)
Recall
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0992
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2165
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.195
UserCPU time millis testing
0.216
UserCPU time millis training
7.979