Run
514940

Run 514940

Task 7547 (Supervised Classification) MegaWatt1 Uploaded 28-01-2016 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
0.6119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.1581
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1931
Cross-validation details (10-fold Crossvalidation)
Number of instances
253
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8893
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4993
Cross-validation details (10-fold Crossvalidation)
Recall
0.8893
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0774
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.48
UserCPU time millis testing
0.072
UserCPU time millis training
0.408