Run
2148550

Run 2148550

Task 2 (Supervised Classification) anneal Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set2 test
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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
0.9884 ± 0.0073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9443 ± 0.0161
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8608 ± 0.0368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
699.4785 ± 3.3375
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0395 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9444 ± 0.0156
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9443 ± 0.0158
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9443 ± 0.0158
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2939 ± 0.0322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1179 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4565 ± 0.0484
Cross-validation details (10-fold Crossvalidation)