Run
7932048

Run 7932048

Task 146606 (Supervised Classification) higgs Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.nnet.imputed.preproc(1)Learner mlr.classif.nnet.imputed.preproc from package(s) nnet.
mlr.classif.nnet.imputed.preproc(1)_openml.seed1
mlr.classif.nnet.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.nnet.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
0.7029
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6516
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14309.3019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4366
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
98050
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6526
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6532
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9976
Cross-validation details (10-fold Crossvalidation)
Recall
0.6532
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4671
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9357
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
128.011
UserCPU time millis testing
1.058
UserCPU time millis training
126.953