Run
512679

Run 512679

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

classif.sparseLDA(1)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(1)_seed1
classif.sparseLDA(1)_kindMersenne-Twister
classif.sparseLDA(1)_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
0.5034
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1078
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0034
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-242.5757
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.7487
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
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2513
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8093
Cross-validation details (10-fold Crossvalidation)
Recall
0.2513
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.0103
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.0087
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.889
UserCPU time millis testing
0.037
UserCPU time millis training
0.852