Run
2430550

Run 2430550

Task 2074 (Supervised Classification) satimage Uploaded 22-06-2017 by Janek Thomas
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Flow

mlr.classif.randomForest(29)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(29)_openml.seed1
mlr.classif.randomForest(29)_openml.kindMersenne-Twister
mlr.classif.randomForest(29)_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
0.9495 ± 0.0052
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9159 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8985 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5772.8895 ± 7.0958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0273 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9159 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.918 ± 0.0086
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.918 ± 0.0086
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1011 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1653 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4498 ± 0.0239
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
87.97
UserCPU time millis testing
0.55
UserCPU time millis training
87.42