Run
523129

Run 523129

Task 3843 (Supervised Classification) optdigits Uploaded 10-02-2016 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
0.9457
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9069
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4932.1684
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0167
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4277
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.181
UserCPU time millis testing
0.28
UserCPU time millis training
2.901