Run
7931832

Run 7931832

Task 3 (Supervised Classification) kr-vs-kp Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.cvglmnet.imputed.preproc(1)Learner mlr.classif.cvglmnet.imputed.preproc from package(s) glmnet.
mlr.classif.cvglmnet.imputed.preproc(1)_openml.seed1
mlr.classif.cvglmnet.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.cvglmnet.imputed.preproc(1)_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.

20 Evaluation measures

Area under ROC curve
0.9951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9423
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2860.1953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0575
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
0.9713
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9712
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1591
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3186
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
48.311
UserCPU time millis testing
0.276
UserCPU time millis training
48.035