Run
512264

Run 512264

Task 3877 (Supervised Classification) analcatdata_dmft Uploaded 28-01-2016 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
0.4977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7169
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0074
Cross-validation details (10-fold Crossvalidation)
KB relative information score
203.0067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1982
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3138
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6483
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8018
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7123
Cross-validation details (10-fold Crossvalidation)
Recall
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6318
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3958
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4452
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1249
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.715
UserCPU time millis testing
0.392
UserCPU time millis training
3.323