Run
34616

Run 34616

Task 3550 (Supervised Classification) analcatdata_asbestos Uploaded 19-10-2014 by RTeam OpenML
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Flow

classif.lda(1)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
0.7535
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5097
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.3126
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.241
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4943
Cross-validation details (10-fold Crossvalidation)
Number of instances
83
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9919
Cross-validation details (10-fold Crossvalidation)
Recall
0.759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4875
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4909
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9876
Cross-validation details (10-fold Crossvalidation)