Run
543054

Run 543054

Task 3670 (Supervised Classification) fri_c4_500_50 Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree415
classif.randomForest(50)_mtry32
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
0.8603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7224
Cross-validation details (10-fold Crossvalidation)
KB relative information score
361.3696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8624
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9978
Cross-validation details (10-fold Crossvalidation)
Recall
0.862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2769
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3715
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7441
Cross-validation details (10-fold Crossvalidation)