Run
522605

Run 522605

Task 3954 (Supervised Classification) MagicTelescope Uploaded 09-02-2016 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
0.7355
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4938
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9471.324
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7753
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.7798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4829
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9828
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.214
UserCPU time millis testing
0.043
UserCPU time millis training
16.171