Run
7937063

Run 7937063

Task 3904 (Supervised Classification) jm1 Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.RRF.imputed.dummied.preproc(1)Learner mlr.classif.RRF.imputed.dummied.preproc from package(s) RRF.
mlr.classif.RRF.imputed.dummied.preproc(1)_mtry8
mlr.classif.RRF.imputed.dummied.preproc(1)_coefReg0.126986006973311
mlr.classif.RRF.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.RRF.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.RRF.imputed.dummied.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
0.7465
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2574
Cross-validation details (10-fold Crossvalidation)
KB relative information score
551.826
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2577
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3702
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9371
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
174.265
UserCPU time millis testing
3.261
UserCPU time millis training
171.004