Run
573195

Run 573195

Task 14966 (Supervised Classification) Bioresponse Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(49)Learner classif.rpart from package(s) rpart.
classif.rpart(49)_xval0
classif.rpart(49)_openml.seed1
classif.rpart(49)_openml.kindMersenne-Twister
classif.rpart(49)_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
0.7581
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
1184.4824
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3602
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
0.7255
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8555
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.269
UserCPU time millis testing
3.274
UserCPU time millis training
30.995