Run
522983

Run 522983

Task 9985 (Supervised Classification) first-order-theorem-proving Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(3)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(3)_seed1
classif.sparseLDA(3)_kindMersenne-Twister
classif.sparseLDA(3)_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
0.6228
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.44
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1828.6191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1754
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2508
Cross-validation details (10-fold Crossvalidation)
Number of instances
6118
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3005
Cross-validation details (10-fold Crossvalidation)
Recall
0.4737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.183
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
924.785
UserCPU time millis testing
0.068
UserCPU time millis training
924.717