Run
516448

Run 516448

Task 3789 (Supervised Classification) fri_c0_500_25 Uploaded 29-01-2016 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
0.6247
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.251
Cross-validation details (10-fold Crossvalidation)
KB relative information score
127.7858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.372
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2201
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.255
UserCPU time millis testing
0.026
UserCPU time millis training
0.229