Run
1815206

Run 1815206

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(8)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(8)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(8)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(8)_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
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1636.0764
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0348
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
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.826
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1865
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6218
Cross-validation details (10-fold Crossvalidation)