Run
542599

Run 542599

Task 3888 (Supervised Classification) grub-damage Uploaded 23-03-2016 by Random Bot
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree106
classif.randomForest(50)_mtry44
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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.

17 Evaluation measures

Area under ROC curve
0.6247
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6876
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.8107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6833
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.6968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1843
Cross-validation details (10-fold Crossvalidation)
Total cost