Run
515507

Run 515507

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

classif.lqa(5)Learner classif.lqa from package(s) lqa.
classif.lqa(5)_penaltylasso
classif.lqa(5)_lambda0.1
classif.lqa(5)_seed1
classif.lqa(5)_kindMersenne-Twister
classif.lqa(5)_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
0.5432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1227
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86.2145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0963
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
0.8699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1116
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.276
UserCPU time millis testing
0.021
UserCPU time millis training
1.255