Run
513708

Run 513708

Task 3775 (Supervised Classification) fri_c2_1000_5 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
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
862.3996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.066
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1358
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2569
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5212
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.553
UserCPU time millis testing
0.159
UserCPU time millis training
7.394