Run
508547

Run 508547

Task 3599 (Supervised Classification) machine_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
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.8186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0574
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3933
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8417
Cross-validation details (10-fold Crossvalidation)
Recall
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.146
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4429
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.541
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.185
UserCPU time millis testing
0.033
UserCPU time millis training
1.152