Run
523899

Run 523899

Task 3588 (Supervised Classification) pol Uploaded 11-02-2016 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
0.8639
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10502.5568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1276
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2859
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3572
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7562
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
146.792
UserCPU time millis testing
15.982
UserCPU time millis training
130.81