Run
516806

Run 516806

Task 23 (Supervised Classification) cmc Uploaded 29-01-2016 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
0.6419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5365
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2812
Cross-validation details (10-fold Crossvalidation)
KB relative information score
494.864
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3078
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5355
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5384
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5384
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1953
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.927
UserCPU time millis testing
0.599
UserCPU time millis training
11.328