Run
7935438

Run 7935438

Task 3543 (Supervised Classification) irish 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)_mtry1
mlr.classif.RRF.imputed.dummied.preproc(1)_coefReg0.31378077971749
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
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9779
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9553
Cross-validation details (10-fold Crossvalidation)
KB relative information score
471.7399
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0295
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.978
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.991
Cross-validation details (10-fold Crossvalidation)
Recall
0.978
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1316
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2649
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.399
UserCPU time millis testing
0.162
UserCPU time millis training
2.237