Run
2148283

Run 2148283

Task 2073 (Supervised Classification) yeast 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.

15 Evaluation measures

Area under ROC curve
0.8094 ± 0.0317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4574 ± 0.0672
Cross-validation details (10-fold Crossvalidation)
KB relative information score
678.5068 ± 5.7182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1032 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5822 ± 0.052
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.5822 ± 0.052
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6634 ± 0.0338
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2385 ± 0.0116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8559 ± 0.0417
Cross-validation details (10-fold Crossvalidation)