Run
8869861

Run 8869861

Task 125920 (Supervised Classification) dresses-sales Uploaded 02-03-2018 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(47)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(47)_xval0
mlr.classif.rpart(47)_openml.seed1
mlr.classif.rpart(47)_openml.kindMersenne-Twister
mlr.classif.rpart(47)_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
0.5583
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5725
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1181
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.9624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.424
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
0.5708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.576
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9816
Cross-validation details (10-fold Crossvalidation)
Recall
0.576
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3193
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.13
UserCPU time millis testing
0.04
UserCPU time millis training
0.09