Run
2087287

Run 2087287

Task 3573 (Supervised Classification) mnist_784 Uploaded 25-04-2017 by Heidi Seibold
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Flow

mlr.classif.ctree(10)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(10)_openml.seed1
mlr.classif.ctree(10)_openml.kindMersenne-Twister
mlr.classif.ctree(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.

17 Evaluation measures

Area under ROC curve
0.8823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7644
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54415.5645
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0424
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10-fold Crossvalidation)
Number of instances
70000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7976
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3198
Cross-validation details (10-fold Crossvalidation)
Recall
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6864
Cross-validation details (10-fold Crossvalidation)