Run
522150

Run 522150

Task 3882 (Supervised Classification) pendigits Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.hdrda(4)Learner classif.hdrda from package(s) sparsediscrim.
classif.hdrda(4)_seed1
classif.hdrda(4)_kindMersenne-Twister
classif.hdrda(4)_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
0.9507
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9725
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8786.0857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0282
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1865
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10-fold Crossvalidation)
Recall
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1512
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1679
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.55
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
70.625
UserCPU time millis testing
9.72
UserCPU time millis training
60.905