Run
1831433

Run 1831433

Task 3706 (Supervised Classification) stock Uploaded 06-10-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest(18)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(18)_ntree10
mlr.classif.randomForest(18)_openml.seed1
mlr.classif.randomForest(18)_openml.kindMersenne-Twister
mlr.classif.randomForest(18)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.922
Cross-validation details (10-fold Crossvalidation)
KB relative information score
845.6141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0593
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
950
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9612
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9611
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.9611
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3307
Cross-validation details (10-fold Crossvalidation)