Run
517277

Run 517277

Task 3915 (Supervised Classification) kc3 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
0.5357
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1038
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.7767
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1048
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8556
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3237
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1099
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.74
UserCPU time millis testing
0.173
UserCPU time millis training
6.567