Run
521483

Run 521483

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 06-02-2016 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
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8894
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1791.8943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0199
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9005
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9005
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4702
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
43.966
UserCPU time millis testing
0.692
UserCPU time millis training
43.274