Run
510075

Run 510075

Task 3732 (Supervised Classification) fri_c4_100_25 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
0.7923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5922
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.6248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8054
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8973
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.564
UserCPU time millis testing
0.082
UserCPU time millis training
1.482