Run
2148487

Run 2148487

Task 9889 (Supervised Classification) wilt 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
0.9869 ± 0.0156
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9842 ± 0.0052
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.841 ± 0.0554
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3147.8685 ± 36.8052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.025 ± 0.0036
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9842 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9847 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9847 ± 0.0049
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2444 ± 0.0357
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1072 ± 0.015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4745 ± 0.0674
Cross-validation details (10-fold Crossvalidation)