Run
523304

Run 523304

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.lda(11)Learner classif.lda from package(s) MASS.
classif.lda(11)_seed1
classif.lda(11)_kindMersenne-Twister
classif.lda(11)_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
0.9673
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9412
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36967.7241
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0263
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0584
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1623
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3416
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.088
UserCPU time millis testing
0.144
UserCPU time millis training
2.944