Run
543077

Run 543077

Task 9903 (Supervised Classification) autoUniv-au7-500 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)_ntree144
classif.randomForest(50)_mtry44
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
0.6731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
193.4568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1856
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6194
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1134
Cross-validation details (10-fold Crossvalidation)