Run
454279

Run 454279

Task 4461 (Supervised Classification) visualizing_hamster Uploaded 02-06-2015 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
0.5752
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5801
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1534
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
122.1359
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.411
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4955
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
730
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.5843
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.589
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9937
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.589
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8293
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.6411
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.2881
Cross-validation details (10 times 10-fold Crossvalidation)