Run
569275

Run 569275

Task 3736 (Supervised Classification) boston Uploaded 29-04-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.tuned(4)Learner mlr.classif.randomForest.tuned from package(s) randomForest.
mlr.classif.randomForest.tuned(4)_openml.seed1
mlr.classif.randomForest.tuned(4)_openml.kindMersenne-Twister
mlr.classif.randomForest.tuned(4)_openml.normal.kindInversion

Result files

xml
Description

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

rds
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.8881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8948
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
395.1717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1047
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
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8953
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8953
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6573
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.14
UserCPU time millis testing
0.07
UserCPU time millis training
17.07