Run
516780

Run 516780

Task 9906 (Supervised Classification) autoUniv-au7-1100 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
0.628
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2597
Cross-validation details (10-fold Crossvalidation)
KB relative information score
360.6914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2298
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4255
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4255
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7287
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4794
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2072
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.373
UserCPU time millis testing
0.446
UserCPU time millis training
10.927