Run
7934609

Run 7934609

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)_mtry13
mlr.classif.RRF.imputed.dummied.preproc(1)_coefReg0.0649241784121841
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
0.7475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
528.2455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2579
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
0.7867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3701
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9369
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
175.223
UserCPU time millis testing
2.39
UserCPU time millis training
172.833