Run
8869813

Run 8869813

Task 32 (Supervised Classification) pendigits 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
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8848.8181
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0372
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8139
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.8139
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6432
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.87
UserCPU time millis testing
0.05
UserCPU time millis training
0.82