Run
1853365

Run 1853365

Task 272 (Supervised Classification) haberman Uploaded 21-03-2017 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)_alpha0.0455061770044267
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0112621810570684
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
0.6443
Per class
Cross-validation details (33% Holdout set)
F measure
0.6654
Per class
Cross-validation details (33% Holdout set)
Kappa
0.1008
Cross-validation details (33% Holdout set)
KB relative information score
4.0952
Cross-validation details (33% Holdout set)
Mean absolute error
0.3618
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3925
Cross-validation details (33% Holdout set)
Number of instances
100
Per class
Cross-validation details (33% Holdout set)
Precision
0.6655
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.72
Cross-validation details (33% Holdout set)
Prior entropy
0.836
Cross-validation details (33% Holdout set)
Recall
0.72
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9218
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.444
Cross-validation details (33% Holdout set)
Root mean squared error
0.4331
Cross-validation details (33% Holdout set)
Root relative squared error
0.9755
Cross-validation details (33% Holdout set)