Run
545834

Run 545834

Task 3815 (Supervised Classification) prnn_fglass Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(7)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7259
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.8982
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1262
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5795
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6215
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1997
Cross-validation details (10-fold Crossvalidation)
Recall
0.6215
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3504
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0136
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.752
UserCPU time millis testing
0.051
UserCPU time millis training
13.701