Run
7937060

Run 7937060

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)_mtry3
mlr.classif.RRF.imputed.dummied.preproc(1)_coefReg0.599664661800489
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
0.7489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2624
Cross-validation details (10-fold Crossvalidation)
KB relative information score
563.187
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2576
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
0.7879
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8175
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8253
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9353
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
158.467
UserCPU time millis testing
3.203
UserCPU time millis training
155.264