Run
1861352

Run 1861352

Task 9970 (Supervised Classification) hill-valley Uploaded 28-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.435040888609365
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.00203237920417731
mlr.classif.glmnet(4)_openml.seed1
mlr.classif.glmnet(4)_openml.kindMersenne-Twister
mlr.classif.glmnet(4)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8183
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3449
Cross-validation details (10-fold Crossvalidation)
KB relative information score
106.7263
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4629
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9259
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4716
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9432
Cross-validation details (10-fold Crossvalidation)