Run
515217

Run 515217

Task 3606 (Supervised Classification) fri_c3_1000_10 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.7202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7217
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
430.2346
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.279
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7235
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.721
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.721
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0641
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
28.112
UserCPU time millis testing
0.153
UserCPU time millis training
27.959