Run
513453

Run 513453

Task 3018 (Supervised Classification) flags 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
0.8134
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.1873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0747
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6617
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5862
Cross-validation details (10-fold Crossvalidation)
Recall
0.701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3726
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2734
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8647
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
29.946
UserCPU time millis testing
0.617
UserCPU time millis training
29.329