Run
1814945

Run 1814945

Task 4367 (Supervised Classification) fri_c4_1000_50 Uploaded 06-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(17)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(17)_xval0
mlr.classif.rpart(17)_openml.seed1
mlr.classif.rpart(17)_openml.kindMersenne-Twister
mlr.classif.rpart(17)_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.

17 Evaluation measures

Area under ROC curve
0.8819
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8564
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7089
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
6147.3579
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2033
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.8566
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8563
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8563
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4125
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3475
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7001
Cross-validation details (10 times 10-fold Crossvalidation)