Run
1815226

Run 1815226

Task 22 (Supervised Classification) mfeat-zernike Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(12)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(12)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(12)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(12)_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
0.8256
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6511
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1343.2643
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0628
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
0.6796
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3489
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8353
Cross-validation details (10-fold Crossvalidation)