Run
507171

Run 507171

Task 3694 (Supervised Classification) fri_c1_100_5 Uploaded 27-01-2016 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
0.7061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7097
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.413
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.1595
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.29
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.71
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5857
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0825
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.071
UserCPU time millis testing
0.019
UserCPU time millis training
0.052