Run
8869828

Run 8869828

Task 3573 (Supervised Classification) mnist_784 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
0.7789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5575
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40710.7074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0796
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10-fold Crossvalidation)
Number of instances
70000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6094
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.602
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3198
Cross-validation details (10-fold Crossvalidation)
Recall
0.602
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2821
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9406
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
163.65
UserCPU time millis testing
4.49
UserCPU time millis training
159.16