Run
4375899

Run 4375899

Task 145953 (Supervised Classification) kr-vs-kp Uploaded 05-07-2017 by OpenML_Bot R
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  • AzureBot22 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.802990770665929
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00989714524058441
mlr.classif.glmnet(11)_openml.seed1
mlr.classif.glmnet(11)_openml.kindMersenne-Twister
mlr.classif.glmnet(11)_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
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8933
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2555.8811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2294
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.195
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3904
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1305.6432
Total cost
UserCPU time millis
2.122
UserCPU time millis testing
0.343
UserCPU time millis training
1.779