Run
509175

Run 509175

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 27-01-2016 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(9)Learner classif.lda from package(s) MASS.
classif.lda(9)_seed1
classif.lda(9)_kindMersenne-Twister
classif.lda(9)_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
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7497
Cross-validation details (10-fold Crossvalidation)
KB relative information score
315.7751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0611
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9389
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2471
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7237
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.131
UserCPU time millis testing
0.045
UserCPU time millis training
0.086