Run
4384582

Run 4384582

Task 145953 (Supervised Classification) kr-vs-kp Uploaded 06-07-2017 by OpenML_Bot R
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.101888762321323
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda1.11995290996079
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
0.9229
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9035
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.807
Cross-validation details (10-fold Crossvalidation)
KB relative information score
310.2028
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4635
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
0.9112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4651
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9312
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.67
UserCPU time millis
0.708
UserCPU time millis testing
0.351
UserCPU time millis training
0.357