Run
510792

Run 510792

Task 3812 (Supervised Classification) arsenic-female-bladder 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
0.5895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2262
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.4442
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1503
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6104
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.107
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.376
UserCPU time millis testing
0.055
UserCPU time millis training
0.321