Run
4382545

Run 4382545

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)_alpha0.0933751512784511
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.182766230454869
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
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1565.1159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2855
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
0.9379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9374
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3157
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.632
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1301.0444
UserCPU time millis
0.869
UserCPU time millis testing
0.368
UserCPU time millis training
0.501