Run
506867

Run 506867

Task 3949 (Supervised Classification) teachingAssistant 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
0.6633
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3259
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.9899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.5497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6757
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5479
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.194
UserCPU time millis testing
0.408
UserCPU time millis training
2.786