Run
8869877

Run 8869877

Task 146825 (Supervised Classification) Fashion-MNIST 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
0.8365
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6962
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48461.5787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0588
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
70000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7171
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7058
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.7058
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8086
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
194.11
UserCPU time millis testing
3.66
UserCPU time millis training
190.45