Run
539300

Run 539300

Task 3775 (Supervised Classification) fri_c2_1000_5 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)_ntree286
classif.randomForest(54)_mtry3
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
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
858.2324
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1399
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5291
Cross-validation details (10-fold Crossvalidation)