Run
514512

Run 514512

Task 3691 (Supervised Classification) sensory Uploaded 28-01-2016 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
0.6534
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6712
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.318
Cross-validation details (10-fold Crossvalidation)
KB relative information score
192.1754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3194
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10-fold Crossvalidation)
Number of instances
576
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10-fold Crossvalidation)
Recall
0.6806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6579
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1471
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.727
UserCPU time millis testing
1.022
UserCPU time millis training
3.705