Run
7932094

Run 7932094

Task 146607 (Supervised Classification) SpeedDating Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rda.imputed.preproc(1)Learner mlr.classif.rda.imputed.preproc from package(s) klaR.
mlr.classif.rda.imputed.preproc(1)_estimate.errorFALSE
mlr.classif.rda.imputed.preproc(1)_openml.seed1
mlr.classif.rda.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rda.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
0.7931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1682.8019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1915
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3297
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8889
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3830.813
UserCPU time millis testing
5.777
UserCPU time millis training
3825.036