Run
506910

Run 506910

Task 40 (Supervised Classification) glass Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(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
0.585
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.2367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1549
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.4579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.213
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.026
UserCPU time millis testing
0.16
UserCPU time millis training
0.866