Run
573162

Run 573162

Task 3481 (Supervised Classification) isolet Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(6)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(6)_outputsoftmax
classif.nnTrain(6)_openml.seed1
classif.nnTrain(6)_openml.kindMersenne-Twister
classif.nnTrain(6)_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
0.9871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7248
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5825.6066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0379
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
0.7408
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7354
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.7354
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5118
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6383
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.763
UserCPU time millis testing
0.363
UserCPU time millis training
11.4