Run
516799

Run 516799

Task 23 (Supervised Classification) cmc Uploaded 29-01-2016 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
0.6133
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4598
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
372.9232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3594
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5235
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.461
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.461
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5995
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2916
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.295
UserCPU time millis testing
0.078
UserCPU time millis training
0.217