Run
538676

Run 538676

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) 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)_ntree318
classif.randomForest(50)_mtry10
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
0.6206
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16734.1742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3258
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5126
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5113
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.5113
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2297
Cross-validation details (10-fold Crossvalidation)