Run
572098

Run 572098

Task 3736 (Supervised Classification) boston Uploaded 06-05-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.tuned(5)Learner mlr.classif.randomForest.tuned from package(s) randomForest.
mlr.classif.randomForest.tuned(5)_openml.seed1
mlr.classif.randomForest.tuned(5)_openml.kindMersenne-Twister
mlr.classif.randomForest.tuned(5)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

20 Evaluation measures

Area under ROC curve
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8766
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7444
Cross-validation details (10-fold Crossvalidation)
KB relative information score
376.367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1225
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
0.8776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.35
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7109
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.42
UserCPU time millis testing
0.04
UserCPU time millis training
17.38