Run
516953

Run 516953

Task 3496 (Supervised Classification) SPECTF Uploaded 29-01-2016 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
0.6988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
138.922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2178
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.7822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0484
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.397
UserCPU time millis testing
0.074
UserCPU time millis training
0.323