Run
515531

Run 515531

Task 9980 (Supervised Classification) climate-model-simulation-crashes Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(1)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(1)_seed1
classif.sparseLDA(1)_kindMersenne-Twister
classif.sparseLDA(1)_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
0.6153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2836
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.0137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0907
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1571
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9093
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.9093
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5775
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0791
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1
UserCPU time millis testing
0.037
UserCPU time millis training
0.963