Run
1815216

Run 1815216

Task 20 (Supervised Classification) mfeat-pixel Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(10)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(10)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(10)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(10)_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
0.9189
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8538
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1694.6388
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0292
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
0.8545
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1709
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5696
Cross-validation details (10-fold Crossvalidation)