Run
142522

Run 142522

Task 8 (Supervised Classification) liver-disorders Uploaded 13-01-2015 by RTeam OpenML
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Flow

classif.lda(2)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
0.6642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3404
Cross-validation details (10-fold Crossvalidation)
KB relative information score
122.9583
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6877
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.6899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5569
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1282
Cross-validation details (10-fold Crossvalidation)