Run
572650

Run 572650

Task 3481 (Supervised Classification) isolet Uploaded 11-05-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7247
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7159
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5641.3459
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.021
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
0.7316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.7268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2841
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7538
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
27.026
UserCPU time millis testing
0.866
UserCPU time millis training
26.16