Run
1872875

Run 1872875

Task 49 (Supervised Classification) tic-tac-toe Uploaded 29-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.0340392794460058
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.00872031802381134
mlr.classif.glmnet(4)_openml.seed1
mlr.classif.glmnet(4)_openml.kindMersenne-Twister
mlr.classif.glmnet(4)_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.

17 Evaluation measures

Area under ROC curve
0.9904
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9462
Cross-validation details (10-fold Crossvalidation)
KB relative information score
598.7295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2016
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
0.9767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5091
Cross-validation details (10-fold Crossvalidation)