Run
8869860

Run 8869860

Task 52950 (Supervised Classification) higgs 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
0.6565
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3106
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29826.8914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3463
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
98050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6537
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9976
Cross-validation details (10-fold Crossvalidation)
Recall
0.6537
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6948
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1788
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.55
UserCPU time millis testing
0.19
UserCPU time millis training
15.36