Run
512573

Run 512573

Task 3778 (Supervised Classification) plasma_retinol Uploaded 28-01-2016 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
0.5753
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1574
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.1598
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3937
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.6063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2703
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.272
UserCPU time millis testing
0.092
UserCPU time millis training
0.18