Run
542460

Run 542460

Task 3780 (Supervised Classification) fri_c1_1000_25 Uploaded 23-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree264
classif.randomForest(50)_mtry16
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
0.8786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7593
Cross-validation details (10-fold Crossvalidation)
KB relative information score
759.0549
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.119
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.24
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6929
Cross-validation details (10-fold Crossvalidation)