Run
514550

Run 514550

Task 3797 (Supervised Classification) socmob 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
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7962
Cross-validation details (10-fold Crossvalidation)
KB relative information score
902.5213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0657
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3451
Cross-validation details (10-fold Crossvalidation)
Number of instances
1156
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9343
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7637
Cross-validation details (10-fold Crossvalidation)
Recall
0.9343
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2564
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6175
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.73
UserCPU time millis testing
0.329
UserCPU time millis training
2.401