Run
508755

Run 508755

Task 3774 (Supervised Classification) fri_c2_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
0.8961
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8997
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
198.9207
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9002
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2029
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6371
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.887
UserCPU time millis testing
0.044
UserCPU time millis training
1.843