Run
507005

Run 507005

Task 3637 (Supervised Classification) analcatdata_michiganacc Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.lda(9)Learner classif.lda from package(s) MASS.
classif.lda(9)_seed1
classif.lda(9)_kindMersenne-Twister
classif.lda(9)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.725
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7304
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.9568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2685
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7315
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914
Cross-validation details (10-fold Crossvalidation)
Recall
0.7315
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5436
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0428
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.082
UserCPU time millis testing
0.029
UserCPU time millis training
0.053