Run
521221

Run 521221

Task 3601 (Supervised Classification) cpu_small 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
0.586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6805
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2215
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2887.7092
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.255
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
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0995
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.714
UserCPU time millis testing
0.022
UserCPU time millis training
1.692