OpenML
1815434

Run 1815434

Task 3918 (Supervised Classification) pc1 Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(58)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(58)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(58)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(58)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.5476
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9082
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
262.7668
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0703
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9297
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5415
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0433
Cross-validation details (10-fold Crossvalidation)