Run
523777

Run 523777

Task 2146 (Supervised Classification) BNG(cmc) 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
0.6253
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5208
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17484.6035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3177
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5204
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7376
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2146
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.047
UserCPU time millis testing
0.657
UserCPU time millis training
8.39