Run
512668

Run 512668

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

classif.qda(2)Learner classif.qda from package(s) MASS.
classif.qda(2)_seed1
classif.qda(2)_kindMersenne-Twister
classif.qda(2)_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
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9104
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.753
Cross-validation details (10-fold Crossvalidation)
KB relative information score
143.1744
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0872
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
0.9112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9128
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8093
Cross-validation details (10-fold Crossvalidation)
Recall
0.9128
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2953
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6854
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.315
UserCPU time millis testing
0.072
UserCPU time millis training
0.243