Run
572636

Run 572636

Task 3481 (Supervised Classification) isolet Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.bdk(5)Learner classif.bdk from package(s) kohonen.
classif.bdk(5)_openml.seed1
classif.bdk(5)_openml.kindMersenne-Twister
classif.bdk(5)_openml.normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.9232
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8465
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6632.1886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0114
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8575
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8524
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1535
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1066
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5541
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2196.99
UserCPU time millis testing
2.032
UserCPU time millis training
2194.958