Run
518477

Run 518477

Task 3716 (Supervised Classification) tecator Uploaded 30-01-2016 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
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8545
Cross-validation details (10-fold Crossvalidation)
KB relative information score
204.8232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0708
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9292
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9292
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.9292
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1449
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5384
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.63
UserCPU time millis testing
0.206
UserCPU time millis training
4.424