Run
512654

Run 512654

Task 9951 (Supervised Classification) parkinsons Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.lqa(5)Learner classif.lqa from package(s) lqa.
classif.lqa(5)_penaltylasso
classif.lqa(5)_lambda0.1
classif.lqa(5)_seed1
classif.lqa(5)_kindMersenne-Twister
classif.lqa(5)_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
0.7681
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.2907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1487
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3724
Cross-validation details (10-fold Crossvalidation)
Number of instances
195
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8513
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8093
Cross-validation details (10-fold Crossvalidation)
Recall
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3993
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3856
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8952
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.022
UserCPU time millis testing
0.031
UserCPU time millis training
0.991