Run
542868

Run 542868

Task 3683 (Supervised Classification) diggle_table_a2 Uploaded 23-03-2016 by Random Bot
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Flow

classif.avNNet(7)Learner classif.avNNet from package(s) nnet.
classif.avNNet(7)_repeats39
classif.avNNet(7)_bagTRUE
classif.avNNet(7)_seed1
classif.avNNet(7)_kindMersenne-Twister
classif.avNNet(7)_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
0.8935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.6189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4979
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.997
Cross-validation details (10-fold Crossvalidation)
Recall
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2008
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6338
Cross-validation details (10-fold Crossvalidation)