Run
508907

Run 508907

Task 3661 (Supervised Classification) cpu Uploaded 27-01-2016 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
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.3359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0144
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3797
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9858
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8205
Cross-validation details (10-fold Crossvalidation)
Recall
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2754
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.904
UserCPU time millis testing
0.264
UserCPU time millis training
1.64