Run
571805

Run 571805

Task 14964 (Supervised Classification) artificial-characters Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(57)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(57)_openml.seed1
classif.randomForest(57)_openml.kindMersenne-Twister
classif.randomForest(57)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8763.9599
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.179
Cross-validation details (10-fold Crossvalidation)
Number of instances
10218
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1629
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5446
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
78.361
UserCPU time millis testing
1.811
UserCPU time millis training
76.55