Run
7951303

Run 7951303

Task 3 (Supervised Classification) kr-vs-kp Uploaded 13-10-2017 by Philipp Probst
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Flow

mlr.classif.glmnet(13)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(13)_alpha0.205974574899301
mlr.classif.glmnet(13)_s0.01
mlr.classif.glmnet(13)_lambda0.0112895755006724
mlr.classif.glmnet(13)_openml.seed1
mlr.classif.glmnet(13)_openml.kindMersenne-Twister
mlr.classif.glmnet(13)_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
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2897.1449
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0466
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
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9534
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0934
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4323
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.097
UserCPU time millis testing
0.278
UserCPU time millis training
1.819