Run
510626

Run 510626

Task 3798 (Supervised Classification) fri_c1_250_10 Uploaded 27-01-2016 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
0.8153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8163
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6281
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.0489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3733
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8641
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.465
UserCPU time millis testing
0.192
UserCPU time millis training
1.273