Run
520489

Run 520489

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(5)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(5)_outputsoftmax
classif.nnTrain(5)_seed1
classif.nnTrain(5)_kindMersenne-Twister
classif.nnTrain(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
0.5039
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5602
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
185.661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3931
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6069
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6069
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.627
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3174
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.588
UserCPU time millis testing
0.028
UserCPU time millis training
0.56