Run
519912

Run 519912

Task 3671 (Supervised Classification) fri_c3_1000_50 Uploaded 05-02-2016 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
0.7485
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7526
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4985
Cross-validation details (10-fold Crossvalidation)
KB relative information score
497.2651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.247
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7525
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
43.88
UserCPU time millis testing
3.901
UserCPU time millis training
39.979