Run
510362

Run 510362

Task 38 (Supervised Classification) ecoli Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(3)_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
0.8894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8179
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7602
Cross-validation details (10-fold Crossvalidation)
KB relative information score
241.8966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0432
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2077
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6887
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.626
UserCPU time millis testing
0.037
UserCPU time millis training
0.589