Run
523055

Run 523055

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.mlp(6)Learner classif.mlp from package(s) RSNNS.
classif.mlp(6)_seed1
classif.mlp(6)_kindMersenne-Twister
classif.mlp(6)_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
0.7871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11615.281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.022
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9781
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9781
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2813
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1482
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7502
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
332.321
UserCPU time millis testing
24.394
UserCPU time millis training
307.927