Run
522579

Run 522579

Task 3954 (Supervised Classification) MagicTelescope Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(6)Learner classif.avNNet from package(s) nnet.
classif.avNNet(6)_size3
classif.avNNet(6)_seed1
classif.avNNet(6)_kindMersenne-Twister
classif.avNNet(6)_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
0.7748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10611.2949
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1939
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
0.8031
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8061
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9222
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
77.809
UserCPU time millis testing
0.245
UserCPU time millis training
77.564