Run
508971

Run 508971

Task 9963 (Supervised Classification) seismic-bumps 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
0.6036
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.0332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3524
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.4714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5936
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2593
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.125
UserCPU time millis testing
0.02
UserCPU time millis training
0.105