Run
508599

Run 508599

Task 3596 (Supervised Classification) fri_c1_250_5 Uploaded 27-01-2016 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
0.8954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
197.8229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2085
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6457
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
2.39
UserCPU time millis testing
0.056
UserCPU time millis training
2.334