Run
508650

Run 508650

Task 3610 (Supervised Classification) fri_c3_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
0.8622
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8674
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7296
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182.3907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.132
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4919
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8682
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.868
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9883
Cross-validation details (10-fold Crossvalidation)
Recall
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2684
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7327
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.352
UserCPU time millis testing
0.065
UserCPU time millis training
2.287