Run
7937062

Run 7937062

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)_mtry6
mlr.classif.RRF.imputed.dummied.preproc(1)_coefReg0.522732520941645
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
0.7469
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
497.772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2583
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
0.7828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8138
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8138
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8277
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9389
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
165.835
UserCPU time millis testing
2.877
UserCPU time millis training
162.958