Run
523753

Run 523753

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) Uploaded 11-02-2016 by Rafael Gomes Mantovani
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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
0.6109
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5017
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15976.5193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3308
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5015
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5039
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.5039
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7677
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5751
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2391
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.973
UserCPU time millis testing
0.386
UserCPU time millis training
10.587