Run
507863

Run 507863

Task 3818 (Supervised Classification) tae 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
0.7567
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5304
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.3271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2053
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7906
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7947
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.7947
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.454
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4531
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9536
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.436
UserCPU time millis testing
0.086
UserCPU time millis training
1.35