Run
454482

Run 454482

Task 4255 (Supervised Classification) analcatdata_asbestos Uploaded 05-06-2015 by Joaquin Vanschoren
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Flow

classif.lda(4)Learner classif.lda from package(s) MASS.

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7801
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7753
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5513
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
449.5512
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2253
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4943
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
830
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7842
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7747
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9919
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7747
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4558
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4971
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4747
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9549
Cross-validation details (10 times 10-fold Crossvalidation)