Run
515203

Run 515203

Task 3606 (Supervised Classification) fri_c3_1000_10 Uploaded 28-01-2016 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
0.6067
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6157
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
234.2008
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7609
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2337
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.383
UserCPU time millis testing
0.023
UserCPU time millis training
0.36