Run
515090

Run 515090

Task 3019 (Supervised Classification) Australian Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.mlp(5)Learner classif.mlp from package(s) RSNNS.
classif.mlp(5)_seed1
classif.mlp(5)_kindMersenne-Twister
classif.mlp(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
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6924
Cross-validation details (10-fold Crossvalidation)
KB relative information score
476.2633
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1522
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8481
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8478
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3081
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3901
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.785
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.045
UserCPU time millis testing
1.246
UserCPU time millis training
12.799