Run
513218

Run 513218

Task 3720 (Supervised Classification) fri_c4_500_10 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
0.6803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.9584
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.32
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4946
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6833
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.68
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9922
Cross-validation details (10-fold Crossvalidation)
Recall
0.68
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5657
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.192
UserCPU time millis testing
0.048
UserCPU time millis training
0.144