Run
507662

Run 507662

Task 3491 (Supervised Classification) hayes-roth 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
0.5188
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3763
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.7235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2875
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8982
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3431
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.083
UserCPU time millis testing
0.013
UserCPU time millis training
0.07