Run
509249

Run 509249

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

classif.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(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
0.7556
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5314
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.361
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0961
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
0.6179
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.31
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9556
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.42
UserCPU time millis testing
0.042
UserCPU time millis training
0.378