Run
518154

Run 518154

Task 3780 (Supervised Classification) fri_c1_1000_25 Uploaded 30-01-2016 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
0.7719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.544
Cross-validation details (10-fold Crossvalidation)
KB relative information score
542.4288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.226
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4559
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9548
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.032
UserCPU time millis testing
0.185
UserCPU time millis training
4.847