Run
239169

Run 239169

Task 4513 (Supervised Classification) kidney Uploaded 02-03-2015 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
0.7122
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7066
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4201
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
314.2347
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2921
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4987
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
760
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.719
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7079
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9981
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7079
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5858
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4993
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5405
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0824
Cross-validation details (10 times 10-fold Crossvalidation)