Run
513705

Run 513705

Task 3775 (Supervised Classification) fri_c2_1000_5 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
0.7359
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7375
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4648
Cross-validation details (10-fold Crossvalidation)
KB relative information score
449.849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.264
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7418
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0424
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.192
UserCPU time millis testing
0.052
UserCPU time millis training
0.14