Run
2148507

Run 2148507

Task 6 (Supervised Classification) letter 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
0.9995 ± 0.0001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9653 ± 0.0028
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9639 ± 0.003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18463.9303 ± 2.9237
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0131 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9656 ± 0.0028
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9653 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9653 ± 0.0029
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1769 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0623 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3238 ± 0.004
Cross-validation details (10-fold Crossvalidation)