Run
511075

Run 511075

Task 3615 (Supervised Classification) fri_c3_500_5 Uploaded 27-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9029
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
403.6197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.096
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4987
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.904
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9981
Cross-validation details (10-fold Crossvalidation)
Recall
0.904
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4993
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6205
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.541
UserCPU time millis testing
0.084
UserCPU time millis training
3.457