Run
2147279

Run 2147279

Task 125923 (Supervised Classification) Australian Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

multilayerperceptron(1)A flow using multilayerperceptron 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
0.8856 ± 0.0343
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8351 ± 0.022
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6674 ± 0.0457
Cross-validation details (10-fold Crossvalidation)
KB relative information score
438.6334 ± 2.3412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.182 ± 0.0164
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8366 ± 0.0241
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8348 ± 0.0218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8348 ± 0.0218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3684 ± 0.0332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3859 ± 0.0281
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7766 ± 0.057
Cross-validation details (10-fold Crossvalidation)