Run
512245

Run 512245

Task 3560 (Supervised Classification) analcatdata_dmft 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
0.528
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2053
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.7754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.261
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2153
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2171
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.2171
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9408
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5109
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3717
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.267
UserCPU time millis testing
0.666
UserCPU time millis training
1.601