Run
515171

Run 515171

Task 3606 (Supervised Classification) fri_c3_1000_10 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
0.9274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8558
Cross-validation details (10-fold Crossvalidation)
KB relative information score
854.9746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.071
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1441
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2665
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5368
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.573
UserCPU time millis testing
0.151
UserCPU time millis training
5.422