Run
507668

Run 507668

Task 3491 (Supervised Classification) hayes-roth Uploaded 27-01-2016 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
0.6396
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2985
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.8067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2219
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5682
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.5563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6932
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1799
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.639
UserCPU time millis testing
0.239
UserCPU time millis training
2.4