Run
515806

Run 515806

Task 57 (Supervised Classification) ionosphere 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
0.876
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7864
Cross-validation details (10-fold Crossvalidation)
KB relative information score
276.5876
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.094
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9114
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3066
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6392
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.126
UserCPU time millis testing
1.471
UserCPU time millis training
13.655