Run
520685

Run 520685

Task 3681 (Supervised Classification) puma8NH 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
0.8323
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5445.9235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1676
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8324
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8324
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4094
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8188
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
106.816
UserCPU time millis testing
6.884
UserCPU time millis training
99.932