Run
510837

Run 510837

Task 3814 (Supervised Classification) arsenic-male-lung Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(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
0.6154
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3695
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.8711
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0179
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0471
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9821
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1684
Cross-validation details (10-fold Crossvalidation)
Recall
0.9821
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3802
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1338
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8874
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.275
UserCPU time millis testing
0.292
UserCPU time millis training
1.983