Run
514245

Run 514245

Task 3659 (Supervised Classification) fri_c2_250_25 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
0.6039
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.4991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6122
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7777
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2472
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.386
UserCPU time millis testing
0.091
UserCPU time millis training
0.295