Run
512591

Run 512591

Task 3778 (Supervised Classification) plasma_retinol Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_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
0.5427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0916
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.7354
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4127
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
0.5698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.5873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3007
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.7
UserCPU time millis testing
0.1
UserCPU time millis training
0.6