Run
7932041

Run 7932041

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

mlr.classif.naiveBayes.imputed.preproc(1)Learner mlr.classif.naiveBayes.imputed.preproc from package(s) e1071.
mlr.classif.naiveBayes.imputed.preproc(1)_openml.seed1
mlr.classif.naiveBayes.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.naiveBayes.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
0.8329
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7904
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3726
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-622.9276
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2379
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
0.8461
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4556
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2283
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
28.474
UserCPU time millis testing
21.326
UserCPU time millis training
7.148