Run
519913

Run 519913

Task 3671 (Supervised Classification) fri_c3_1000_50 Uploaded 05-02-2016 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
0.6201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6249
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
236.7567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7592
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2322
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.507
UserCPU time millis testing
0.022
UserCPU time millis training
0.485