Run
2148517

Run 2148517

Task 2074 (Supervised Classification) satimage 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
0.9921 ± 0.0018
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9134 ± 0.0103
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8954 ± 0.012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5546.0644 ± 5.5058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0537 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9132 ± 0.0107
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9156 ± 0.0098
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.9156 ± 0.0098
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1989 ± 0.0094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1476 ± 0.0064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4015 ± 0.0173
Cross-validation details (10-fold Crossvalidation)