Run
570789

Run 570789

Task 3736 (Supervised Classification) boston Uploaded 03-05-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest(3)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(3)_ntree10
mlr.classif.randomForest(3)_mtry3
mlr.classif.randomForest(3)_openml.seed1
mlr.classif.randomForest(3)_openml.kindMersenne-Twister
mlr.classif.randomForest(3)_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.

20 Evaluation measures

Area under ROC curve
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7548
Cross-validation details (10-fold Crossvalidation)
KB relative information score
380.5459
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6994
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.26
UserCPU time millis testing
0.03
UserCPU time millis training
0.23