Run
516856

Run 516856

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 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
0.6757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3592
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.4862
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1951
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5275
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.5122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6255
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1189
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.102
UserCPU time millis testing
0.636
UserCPU time millis training
15.466