Run
510898

Run 510898

Task 3763 (Supervised Classification) chscase_census6 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
0.4979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4337
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
52.9073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.415
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3445
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.585
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.585
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3086
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.162
UserCPU time millis testing
0.018
UserCPU time millis training
0.144