OpenML
8606498

Run 8606498

Task 146543 (Supervised Classification) ML2017-challenge-1 Uploaded 02-12-2017 by Mini Challenge Anonymous
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Flow

sklearn.dummy.DummyClassifier(6)Automatically created scikit-learn flow.
sklearn.dummy.DummyClassifier(6)_constantnull
sklearn.dummy.DummyClassifier(6)_random_state42
sklearn.dummy.DummyClassifier(6)_strategy"stratified"

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
0.4483 ± 0.0008
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4494 ± 0.0008
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1034 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-334.0389 ± 0.5357
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5507 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4494 ± 0.0008
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4493 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.4493 ± 0.0009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1036 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7421 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4856 ± 0.0013
Cross-validation details (10-fold Crossvalidation)