Run
511353

Run 511353

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.5742
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
250.0891
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.272
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4561
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4561
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2443
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.228
UserCPU time millis testing
0.559
UserCPU time millis training
0.669