Run
8872347

Run 8872347

Task 125921 (Supervised Classification) LED-display-domain-7digit Uploaded 05-03-2018 by Raphaël Couronné
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Flow

mlr.classif.ctree(17)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(17)_testtypeUnivariate
mlr.classif.ctree(17)_openml.seed1
mlr.classif.ctree(17)_openml.kindMersenne-Twister
mlr.classif.ctree(17)_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
0.8466
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
356.0172
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0552
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1797
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3127
Cross-validation details (10-fold Crossvalidation)
Recall
0.724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3071
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7837
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.619
UserCPU time millis testing
0.075
UserCPU time millis training
0.544