Run
8869868

Run 8869868

Task 146800 (Supervised Classification) MiceProtein 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
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7192
Cross-validation details (10-fold Crossvalidation)
KB relative information score
797.7488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0613
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2185
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7546
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.7546
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3305
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7494
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.68
UserCPU time millis testing
0.12
UserCPU time millis training
0.56