Run
572100

Run 572100

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

mlr.classif.randomForest.tuned(7)Learner mlr.classif.randomForest.tuned from package(s) randomForest.
mlr.classif.randomForest.tuned(7)_openml.seed1
mlr.classif.randomForest.tuned(7)_openml.kindMersenne-Twister
mlr.classif.randomForest.tuned(7)_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
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
384.7247
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1146
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
0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6876
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
43.86
UserCPU time millis testing
0.16
UserCPU time millis training
43.7