Run
8869803

Run 8869803

Task 12 (Supervised Classification) mfeat-factors 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
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1589.0173
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0393
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8035
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.8035
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1982
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6608
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.92
UserCPU time millis testing
0.21
UserCPU time millis training
1.71