Run
523041

Run 523041

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.lda(11)Learner classif.lda from package(s) MASS.
classif.lda(11)_seed1
classif.lda(11)_kindMersenne-Twister
classif.lda(11)_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
0.6621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7612.5287
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0325
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4158
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1801
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9122
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.563
UserCPU time millis testing
0.081
UserCPU time millis training
2.482