Run
540206

Run 540206

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 22-03-2016 by Random Bot
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Flow

classif.avNNet(8)Learner classif.avNNet from package(s) nnet.
classif.avNNet(8)_repeats38
classif.avNNet(8)_bagTRUE
classif.avNNet(8)_seed1
classif.avNNet(8)_kindMersenne-Twister
classif.avNNet(8)_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.

17 Evaluation measures

Area under ROC curve
0.9485
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8926
Cross-validation details (10-fold Crossvalidation)
KB relative information score
715.505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0363
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3439
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9337
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9275
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7898
Cross-validation details (10-fold Crossvalidation)
Recall
0.9275
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1055
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1904
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4594
Cross-validation details (10-fold Crossvalidation)