Run
509252

Run 509252

Task 40 (Supervised Classification) glass Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(3)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(3)_outputsoftmax
classif.nnTrain(3)_seed1
classif.nnTrain(3)_kindMersenne-Twister
classif.nnTrain(3)_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
0.4985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.003
KB relative information score
29.0031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1856
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2342
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3505
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.3505
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3278
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.102
UserCPU time millis testing
0.016
UserCPU time millis training
0.086