Run
519922

Run 519922

Task 3671 (Supervised Classification) fri_c3_1000_50 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(4)Learner classif.qda from package(s) MASS.
classif.qda(4)_seed1
classif.qda(4)_kindMersenne-Twister
classif.qda(4)_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
0.6332
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
271.3555
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.358
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7248
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5983
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.204
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.069
UserCPU time millis testing
0.075
UserCPU time millis training
0.994