Run
512254

Run 512254

Task 3560 (Supervised Classification) analcatdata_dmft Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(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
0.5236
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0477
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.1263
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2639
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2027
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2083
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.2083
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9513
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5137
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3794
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.562
UserCPU time millis testing
0.077
UserCPU time millis training
1.485