Run
515144

Run 515144

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(1)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(1)_s0.01
classif.glmnet(1)_seed1
classif.glmnet(1)_kindMersenne-Twister
classif.glmnet(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
0.5907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2207
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.5891
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2393
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5897
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1456
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.383
UserCPU time millis testing
0.294
UserCPU time millis training
6.089