Run
523154

Run 523154

Task 3843 (Supervised Classification) optdigits Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.saeDNN(5)Learner classif.saeDNN from package(s) deepnet.
classif.saeDNN(5)_outputsoftmax
classif.saeDNN(5)_seed1
classif.saeDNN(5)_kindMersenne-Twister
classif.saeDNN(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1461.2265
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1018
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8068
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8982
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0551
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.411
UserCPU time millis testing
0.031
UserCPU time millis training
3.38