Run
7835471

Run 7835471

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot3 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit7
mlr.classif.rpart(29)_minbucket5
mlr.classif.rpart(29)_cp0.0223886475432664
mlr.classif.rpart(29)_maxdepth16
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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.

21 Evaluation measures

Area under ROC curve
0.9554
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8543
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7086
Cross-validation details (10-fold Crossvalidation)
KB relative information score
393.118
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1469
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8543
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8543
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8543
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5561
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.1656
UserCPU time millis
0.106
UserCPU time millis testing
0.038
UserCPU time millis training
0.068