Run
8869842

Run 8869842

Task 9955 (Supervised Classification) one-hundred-plants-shape 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
0.5199
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0398
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.6806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.019
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0467
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.0494
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.0494
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1379
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3858
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.93
UserCPU time millis testing
0.08
UserCPU time millis training
3.85