Run
7935426

Run 7935426

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)_mtry4
mlr.classif.RRF.imputed.dummied.preproc(1)_coefReg0.410137878963724
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
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9231
Cross-validation details (10-fold Crossvalidation)
KB relative information score
457.7148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0428
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
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.991
Cross-validation details (10-fold Crossvalidation)
Recall
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0866
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3378
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.83
UserCPU time millis testing
0.284
UserCPU time millis training
2.546