Run
521219

Run 521219

Task 3601 (Supervised Classification) cpu_small Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(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
0.5914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2321
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2882.6314
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2552
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
0.7608
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.7448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.258
UserCPU time millis testing
0.035
UserCPU time millis training
1.223