Run
510361

Run 510361

Task 38 (Supervised Classification) ecoli 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
0.5035
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2865
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0064
KB relative information score
31.0743
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1741
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2732
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3036
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.3036
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3834
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.199
UserCPU time millis testing
0.02
UserCPU time millis training
0.179