Run
2417955

Run 2417955

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)_alpha0.947896164143458
mlr.classif.glmnet(10)_s0.01
mlr.classif.glmnet(10)_lambda0.0199307547403324
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
0.6545
Per class
Cross-validation details (33% Holdout set)
F measure
0.6792
Per class
Cross-validation details (33% Holdout set)
Kappa
0.1396
Cross-validation details (33% Holdout set)
KB relative information score
5.2054
Cross-validation details (33% Holdout set)
Mean absolute error
0.3661
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
0.7037
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.74
Cross-validation details (33% Holdout set)
Prior entropy
0.836
Cross-validation details (33% Holdout set)
Recall
0.74
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9329
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.444
Cross-validation details (33% Holdout set)
Root mean squared error
0.4259
Cross-validation details (33% Holdout set)
Root relative squared error
0.9592
Cross-validation details (33% Holdout set)
SciMark benchmark
394.9607
UserCPU time millis
0.039
UserCPU time millis testing
0.019
UserCPU time millis training
0.02