Run
514408

Run 514408

Task 9982 (Supervised Classification) dresses-sales 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
0.5442
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.4565
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.464
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4873
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5568
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9816
Cross-validation details (10-fold Crossvalidation)
Recall
0.536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3801
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.614
UserCPU time millis testing
0.443
UserCPU time millis training
11.171