Run
514687

Run 514687

Task 9969 (Supervised Classification) thoracic-surgery 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
0.5082
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.022
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.4485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1851
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2546
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8149
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4302
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2084
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.433
UserCPU time millis testing
0.171
UserCPU time millis training
0.262