Run
2417957

Run 2417957

Task 272 (Supervised Classification) haberman Uploaded 20-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(10)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(10)_alpha0.0776577177457511
mlr.classif.glmnet(10)_s0.01
mlr.classif.glmnet(10)_lambda0.00291310331471423
mlr.classif.glmnet(10)_openml.seed1
mlr.classif.glmnet(10)_openml.kindMersenne-Twister
mlr.classif.glmnet(10)_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.

21 Evaluation measures

Area under ROC curve
0.6449
Per class
Cross-validation details (33% Holdout set)
F measure
0.6585
Per class
Cross-validation details (33% Holdout set)
Kappa
0.0823
Cross-validation details (33% Holdout set)
KB relative information score
4.2961
Cross-validation details (33% Holdout set)
Mean absolute error
0.3604
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
0.6514
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.71
Cross-validation details (33% Holdout set)
Prior entropy
0.836
Cross-validation details (33% Holdout set)
Recall
0.71
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9182
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.444
Cross-validation details (33% Holdout set)
Root mean squared error
0.4343
Cross-validation details (33% Holdout set)
Root relative squared error
0.9782
Cross-validation details (33% Holdout set)
SciMark benchmark
387.334
UserCPU time millis
0.041
UserCPU time millis testing
0.021
UserCPU time millis training
0.02