Run
521504

Run 521504

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 06-02-2016 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
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1890.1955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0105
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3416
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.398
UserCPU time millis testing
0.035
UserCPU time millis training
1.363