Run
6269412

Run 6269412

Task 145804 (Supervised Classification) tic-tac-toe Uploaded 28-08-2017 by OpenML_Bot R
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  • AzureBot17 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)_alpha0.617540993262082
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0290051105776606
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
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7418
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
232.0692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3505
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7736
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.845
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.8553
UserCPU time millis
0.241
UserCPU time millis testing
0.106
UserCPU time millis training
0.135