Run
519699

Run 519699

Task 3917 (Supervised Classification) kc1 Uploaded 05-02-2016 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
0.6264
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8373
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
691.4158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1422
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8578
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8578
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0433
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
8.269
UserCPU time millis testing
1.204
UserCPU time millis training
7.065