Run
2369254

Run 2369254

Task 125920 (Supervised Classification) dresses-sales Uploaded 01-06-2017 by Stefan Coors
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Flow

mlr.classif.ctree(13)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(13)_stumpTRUE
mlr.classif.ctree(13)_openml.seed1
mlr.classif.ctree(13)_openml.kindMersenne-Twister
mlr.classif.ctree(13)_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
0.5543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.57
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1123
Cross-validation details (10-fold Crossvalidation)
KB relative information score
66.1883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.418
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4873
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9816
Cross-validation details (10-fold Crossvalidation)
Recall
0.582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8579
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3099
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.699
UserCPU time millis testing
0.808
UserCPU time millis training
7.891