Run
519025

Run 519025

Task 9900 (Supervised Classification) abalone Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(3)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(3)_s0.01
classif.glmnet(3)_seed1
classif.glmnet(3)_kindMersenne-Twister
classif.glmnet(3)_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
0.7217
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6212
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2042.7144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2475
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6179
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6287
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6287
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0558
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.982
UserCPU time millis testing
0.194
UserCPU time millis training
12.788