Run
539596

Run 539596

Task 53 (Supervised Classification) vehicle Uploaded 22-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree143
classif.randomForest(54)_mtry15
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_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
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
593.526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1241
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7419
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.7518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3311
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3523
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8138
Cross-validation details (10-fold Crossvalidation)
Total cost