Run
2148494

Run 2148494

Task 28 (Supervised Classification) optdigits Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

randomforest(1)A flow using randomforest for the POC.

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
0.9996 ± 0.0003
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9822 ± 0.0078
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9802 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5116.1041 ± 3.1471
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0321 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9823 ± 0.0076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9822 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9822 ± 0.0078
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1782 ± 0.0077
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0858 ± 0.0043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2859 ± 0.0143
Cross-validation details (10-fold Crossvalidation)