Run
7931887

Run 7931887

Task 43 (Supervised Classification) spambase Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.imputed.preproc(1)Learner mlr.classif.randomForest.imputed.preproc from package(s) randomForest.
mlr.classif.randomForest.imputed.preproc(1)_openml.seed1
mlr.classif.randomForest.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.randomForest.imputed.preproc(1)_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
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3705.4786
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1041
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4034
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
125.535
UserCPU time millis testing
0.662
UserCPU time millis training
124.873