Run
538655

Run 538655

Task 3710 (Supervised Classification) fri_c0_1000_10 Uploaded 21-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree286
classif.randomForest(50)_mtry31
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
0.8466
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8469
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6937
Cross-validation details (10-fold Crossvalidation)
KB relative information score
693.8566
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.153
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7824
Cross-validation details (10-fold Crossvalidation)