Run
519899

Run 519899

Task 3671 (Supervised Classification) fri_c3_1000_50 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
0.6734
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3472
Cross-validation details (10-fold Crossvalidation)
KB relative information score
344.6235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.322
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6519
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5675
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1418
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
2.941
UserCPU time millis testing
0.107
UserCPU time millis training
2.834