Run
8869837

Run 8869837

Task 9910 (Supervised Classification) Bioresponse 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
0.7509
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5069
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1914.125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2423
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7577
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7577
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9881
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
30.38
UserCPU time millis testing
3.19
UserCPU time millis training
27.19