Run
521909

Run 521909

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 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
0.6075
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2592
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2798.8479
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2593
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7279
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.7407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1087
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.307
UserCPU time millis testing
0.034
UserCPU time millis training
2.273