Run
2148424

Run 2148424

Task 28 (Supervised Classification) optdigits Uploaded 12-05-2017 by Philippe ROUSSILLE
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • gateau_au_chocolat modelage_test poc set1 train
Issue #Downvotes for this reason By


Flow

naivebayes(1)A flow using naivebayes 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
0.9762 ± 0.0051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9145 ± 0.0127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9045 ± 0.0143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5130.2335 ± 7.5836
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0175 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9167 ± 0.0122
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9141 ± 0.0129
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9141 ± 0.0129
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0971 ± 0.0142
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1266 ± 0.0101
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4221 ± 0.0338
Cross-validation details (10-fold Crossvalidation)