Run
508973

Run 508973

Task 9963 (Supervised Classification) seismic-bumps 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
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
153.8681
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1302
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8048
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.8048
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7653
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.757
UserCPU time millis testing
0.535
UserCPU time millis training
5.222